{"id":3495,"date":"2026-03-28T20:31:36","date_gmt":"2026-03-29T02:31:36","guid":{"rendered":"https:\/\/alejandrozenker.com\/blog\/?p=3495"},"modified":"2026-03-29T22:07:05","modified_gmt":"2026-03-30T04:07:05","slug":"diccionario-terminologico-de-ia","status":"publish","type":"post","link":"https:\/\/alejandrozenker.com\/blog\/2026\/03\/28\/diccionario-terminologico-de-ia\/","title":{"rendered":"Diccionario terminol\u00f3gico de IA"},"content":{"rendered":"<style>\n.dv-header{background:#1B3A4B;color:white;padding:2.5rem 1.5rem 2rem;text-align:center;margin:-20px -20px 0 -20px}\n.dv-header h2{font-size:2.2rem;font-weight:400;letter-spacing:0.02em;margin-bottom:0.3rem;color:white;font-family:Georgia,serif}\n.dv-header h2 .vig{color:#D4E6F1}\n.dv-header h2 .ia{color:#E74C3C;font-weight:700}\n.dv-header .subtitle{font-size:1.05rem;color:#A9CCE3;font-style:italic;margin-bottom:1.2rem}\n.dv-header .author{font-size:0.95rem;color:#E8E8E8;margin-bottom:0.6rem}\n.dv-header .author 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class=\"dv-header\">\n<h2><span class=\"vig\">Diccionario terminol&oacute;gico de<\/span> <span class=\"ia\">IA<\/span><\/h2>\n<div class=\"subtitle\">Corpus terminol&oacute;gico de inteligencia artificial en espa&ntilde;ol<\/div>\n<div class=\"author\">Un proyecto de <strong>Alejandro Zenker<\/strong><\/div>\n<div class=\"stats\">M\u00e1s de 750 t&eacute;rminos &middot; 18 categor&iacute;as &middot; Corte: marzo 2026<\/div>\n<p>  <a href=\"#dv-contacto\" class=\"dv-header-link\">&iquest;Preguntas o sugerencias?<\/a>\n<\/div>\n<div class=\"dv-intro\">\n<p>Este diccionario terminol&oacute;gico nace como parte del proyecto <strong>El vig<span style=\"color:#E74C3C;font-weight:700\">IA<\/span><\/strong> con un prop&oacute;sito concreto: ofrecer un corpus cada vez m&aacute;s amplio que facilite la comprensi&oacute;n, el uso preciso y la eventual estandarizaci&oacute;n de los t&eacute;rminos de inteligencia artificial en espa&ntilde;ol, con &eacute;nfasis en Am&eacute;rica Latina.<\/p>\n<p>Cada entrada incluye el t&eacute;rmino en ingl&eacute;s, su traducci&oacute;n preferente al espa&ntilde;ol, una definici&oacute;n breve y una etiqueta que indica el estado de consenso: <span style=\"background:#D5F5E3;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">consensuado<\/span>, <span style=\"background:#FCF3CF;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">en debate<\/span>, <span style=\"background:#D6EAF8;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">anglicismo aceptado<\/span>, <span style=\"background:#FADBD8;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">necesita propuesta<\/span> o <span style=\"background:#F5B7B1;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">sin traducci&oacute;n<\/span>. Los t&eacute;rminos marcados como <span style=\"background:#E8DAEF;padding:0.1rem 0.4rem;border-radius:8px;font-size:0.82rem\">emergentes<\/span> surgieron o se popularizaron entre 2025 y 2026.<\/p>\n<p>Este es un trabajo vivo. Se nutre de fuentes institucionales (RAE, Funde&uacute;RAE, IATE, ISO\/IEC 22989, NIST), documentaci&oacute;n t&eacute;cnica oficial y una investigaci&oacute;n terminol&oacute;gica realizada con cinco plataformas de IA. Se actualizar&aacute; peri&oacute;dicamente conforme el campo evolucione y las traducciones se consoliden.<\/p>\n<\/div>\n<div class=\"dv-controls\">\n  <input type=\"text\" class=\"dv-search\" id=\"dvSearch\" placeholder=\"Buscar t&eacute;rmino en ingl&eacute;s o espa&ntilde;ol...\"><\/p>\n<div class=\"dv-filters\">\n    <span class=\"dv-filter-label\">Categor&iacute;a:<\/span><br \/>\n    <button class=\"filter-btn active\" data-cat=\"\">Todas<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Agentes de IA\">Agentes de IA<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Arquitecturas y modelos\">Arquitecturas y modelos<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Datos y procesamiento\">Datos y procesamiento<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Entrenamiento y optimizaci\u00f3n\">Entrenamiento y optimizaci\u00f3n<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Filosof\u00eda y cultura\">Filosof\u00eda y cultura<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Herramientas y frameworks\">Herramientas y frameworks<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"IA generativa\">IA generativa<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\">M\u00e9tricas y evaluaci\u00f3n<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Procesamiento de lenguaje natural\">Procesamiento de lenguaje natural<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Regulaci\u00f3n y normativa\">Regulaci\u00f3n y normativa<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Siglas y acr\u00f3nimos\">Siglas y acr\u00f3nimos<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Uso cotidiano y cultura\">Uso cotidiano y cultura<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Visi\u00f3n artificial\">Visi\u00f3n artificial<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"\u00c9tica y seguridad\">\u00c9tica y seguridad<\/button><\/p>\n<p>  <button class=\"filter-btn\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\">Econom\u00eda y geopol\u00edtica de la IA<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"IA en Am\u00e9rica Latina\">IA en Am\u00e9rica Latina<\/button><br \/>\n    <button class=\"filter-btn\" data-cat=\"Infraestructura e inferencia\">Infraestructura e inferencia<\/button>\n    <\/div>\n<div class=\"dv-estado-filters\">\n    <span class=\"dv-filter-label\">Estado:<\/span><br \/>\n    <button class=\"estado-btn consensuado\" data-estado=\"CONSENSUADO\">Consensuado (388)<\/button><br \/>\n    <button class=\"estado-btn debate\" data-estado=\"EN DEBATE\">En debate (162)<\/button><br \/>\n    <button class=\"estado-btn anglicismo\" data-estado=\"ANGLICISMO ACEPTADO\">Anglicismo (56)<\/button><br \/>\n    <button class=\"estado-btn necesita\" data-estado=\"NECESITA PROPUESTA\">Necesita propuesta (22)<\/button><br \/>\n    <button class=\"estado-btn sin\" data-estado=\"SIN TRADUCCI\u00d3N\">Sin traducci\u00f3n (6)<\/button>\n  <\/div>\n<\/div>\n<div class=\"dv-alpha\" id=\"dvAlpha\">\n<a href=\"#letter-A\" class=\"alpha-btn\">A<\/a><br \/>\n<a href=\"#letter-B\" class=\"alpha-btn\">B<\/a><br \/>\n<a href=\"#letter-C\" class=\"alpha-btn\">C<\/a><br \/>\n<a href=\"#letter-D\" class=\"alpha-btn\">D<\/a><br \/>\n<a href=\"#letter-E\" class=\"alpha-btn\">E<\/a><br \/>\n<a href=\"#letter-F\" class=\"alpha-btn\">F<\/a><br \/>\n<a href=\"#letter-G\" class=\"alpha-btn\">G<\/a><br \/>\n<a href=\"#letter-H\" class=\"alpha-btn\">H<\/a><br \/>\n<a href=\"#letter-I\" class=\"alpha-btn\">I<\/a><br \/>\n<a href=\"#letter-J\" class=\"alpha-btn\">J<\/a><br \/>\n<a href=\"#letter-K\" class=\"alpha-btn\">K<\/a><br \/>\n<a href=\"#letter-L\" class=\"alpha-btn\">L<\/a><br \/>\n<a href=\"#letter-M\" class=\"alpha-btn\">M<\/a><br \/>\n<a href=\"#letter-N\" class=\"alpha-btn\">N<\/a><br \/>\n<a href=\"#letter-O\" class=\"alpha-btn\">O<\/a><br \/>\n<a href=\"#letter-P\" class=\"alpha-btn\">P<\/a><br \/>\n<a href=\"#letter-Q\" class=\"alpha-btn\">Q<\/a><br \/>\n<a href=\"#letter-R\" class=\"alpha-btn\">R<\/a><br \/>\n<a href=\"#letter-S\" class=\"alpha-btn\">S<\/a><br \/>\n<a href=\"#letter-T\" class=\"alpha-btn\">T<\/a><br \/>\n<a href=\"#letter-U\" class=\"alpha-btn\">U<\/a><br \/>\n<a href=\"#letter-V\" class=\"alpha-btn\">V<\/a><br \/>\n<a href=\"#letter-W\" class=\"alpha-btn\">W<\/a><br \/>\n<span class=\"alpha-btn disabled\">X<\/span><br \/>\n<span class=\"alpha-btn disabled\">Y<\/span><br \/>\n<a href=\"#letter-Z\" class=\"alpha-btn\">Z<\/a><\/p>\n<\/div>\n<div class=\"dv-results\" id=\"dvResults\"><\/div>\n<div class=\"dv-glossary\" id=\"dvGlossary\">\n<div class=\"letter-group\">\n<div class=\"letter-header\">#<\/div>\n<div class=\"term-card\" data-en=\"3d gaussian splatting\" data-es=\"proyecci\u00f3n gaussiana 3D\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">3d gaussian splatting<\/span><br \/>\n    <span class=\"term-es\">proyecci\u00f3n gaussiana 3D<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de representaci\u00f3n 3D que usa millones de gaussianas tridimensionales como primitivas, logrando renderizado en tiempo real a m\u00e1s de 100 fps con calidad comparable a NeRF.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-A\">\n<div class=\"letter-header\">A<\/div>\n<div class=\"term-card\" data-en=\"accountability\" data-es=\"rendici\u00f3n de cuentas\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">accountability<\/span><br \/>\n    <span class=\"term-es\">rendici\u00f3n de cuentas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Asignaci\u00f3n clara de responsabilidad por resultados, da\u00f1os o controles del sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"accuracy\" data-es=\"exactitud\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">accuracy<\/span><br \/>\n    <span class=\"term-es\">exactitud<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Proporci\u00f3n total de aciertos de un sistema respecto del total evaluado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"active inference\" data-es=\"inferencia activa\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">active inference<\/span><br \/>\n    <span class=\"term-es\">inferencia activa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-en-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Marco de neurociencia computacional donde un agente minimiza sorpresa actualizando creencias y actuando sobre el entorno.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"active learning\" data-es=\"aprendizaje activo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">active learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje activo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo que selecciona qu\u00e9 ejemplos conviene etiquetar para aprender m\u00e1s r\u00e1pido.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"adversarial attack\" data-es=\"ataque adversario\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">adversarial attack<\/span><br \/>\n    <span class=\"term-es\">ataque adversario<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Intervenci\u00f3n dise\u00f1ada para provocar error, fuga o comportamiento indeseado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"adversarial example\" data-es=\"ejemplo adversario\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">adversarial example<\/span><br \/>\n    <span class=\"term-es\">ejemplo adversario<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Entrada modificada para enga\u00f1ar al modelo manteniendo apariencia normal.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent\" data-es=\"agente\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">agent<\/span><br \/>\n    <span class=\"term-es\">agente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema que usa un modelo para decidir, planear y ejecutar acciones orientadas a metas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent card\" data-es=\"tarjeta de agente\" data-cat=\"Agentes de IA\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">agent card<\/span><br \/>\n    <span class=\"term-es\">tarjeta de agente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent loop\" data-es=\"bucle del agente\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">agent loop<\/span><br \/>\n    <span class=\"term-es\">bucle del agente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Ciclo repetido de percepci\u00f3n, decisi\u00f3n, uso de herramientas y actualizaci\u00f3n de estado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent-to-agent protocol (a2a)\" data-es=\"protocolo agente a agente\" data-cat=\"Agentes de IA\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Agent-to-Agent Protocol (A2A)<\/span><br \/>\n    <span class=\"term-es\">Protocolo agente a agente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agentic loop\" data-es=\"bucle ag\u00e9ntico\" data-cat=\"Agentes de IA\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">agentic loop<\/span><br \/>\n    <span class=\"term-es\">bucle ag\u00e9ntico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agentic system\" data-es=\"sistema ag\u00e9ntico\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">agentic system<\/span><br \/>\n    <span class=\"term-es\">sistema ag\u00e9ntico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema orientado a metas que puede planear, usar herramientas y ejecutar pasos aut\u00f3nomos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agentic workflow\" data-es=\"flujo de trabajo ag\u00e9ntico\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">agentic workflow<\/span><br \/>\n    <span class=\"term-es\">flujo de trabajo ag\u00e9ntico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Secuencia de pasos en la que uno o varios agentes usan razonamiento y herramientas para lograr un objetivo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agi\" data-es=\"inteligencia artificial general\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AGI<\/span><br \/>\n    <span class=\"term-es\">inteligencia artificial general<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de artificial general intelligence.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai\" data-es=\"inteligencia artificial\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI<\/span><br \/>\n    <span class=\"term-es\">inteligencia artificial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla inglesa de artificial intelligence.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai act\" data-es=\"ley de ia de la uni\u00f3n europea\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI Act<\/span><br \/>\n    <span class=\"term-es\">Ley de IA de la Uni\u00f3n Europea<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Reglamento europeo que clasifica riesgos y fija obligaciones para sistemas y modelos de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai agent\" data-es=\"agente de ia\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI Agent<\/span><br \/>\n    <span class=\"term-es\">Agente de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema IA con autonom\u00ed a, objetivos<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai assistant\" data-es=\"asistente de ia\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI assistant<\/span><br \/>\n    <span class=\"term-es\">asistente de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Interfaz o sistema que ayuda al usuario con tareas mediante modelos de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai audit\" data-es=\"auditor\u00eda de ia\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI audit<\/span><br \/>\n    <span class=\"term-es\">auditor\u00eda de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Revisi\u00f3n sistem\u00e1tica de un sistema de IA para evaluar cumplimiento, riesgo o desempe\u00f1o.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai governance\" data-es=\"gobernanza de la IA\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI governance<\/span><br \/>\n    <span class=\"term-es\">gobernanza de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de reglas, procesos y responsabilidades para dirigir y controlar sistemas de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai office\" data-es=\"oficina de ia\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI Office<\/span><br \/>\n    <span class=\"term-es\">Oficina de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Entidad europea encargada de coordinar partes clave de la implementaci\u00f3n del AI Act.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai policy\" data-es=\"pol\u00edtica de ia\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI policy<\/span><br \/>\n    <span class=\"term-es\">pol\u00edtica de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Marco normativo u organizacional que define c\u00f3mo debe usarse o regularse la IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai safety\" data-es=\"seguridad de la ia\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI safety<\/span><br \/>\n    <span class=\"term-es\">seguridad de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Disciplina enfocada en reducir riesgos graves o da\u00f1os de sistemas de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai slop\" data-es=\"basura de ia\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">AI slop<\/span><br \/>\n    <span class=\"term-es\">basura de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Contenido generado a bajo costo y baja calidad que satura la web o las plataformas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai spring\" data-es=\"primavera de la ia\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">AI spring<\/span><br \/>\n    <span class=\"term-es\">primavera de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Met\u00e1fora para un ciclo de expansi\u00f3n y entusiasmo renovado en IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai winter\" data-es=\"invierno de la ia\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">AI winter<\/span><br \/>\n    <span class=\"term-es\">invierno de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Periodo de desencanto y reducci\u00f3n de inversi\u00f3n tras expectativas incumplidas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"algorithmic bias\" data-es=\"sesgo algor\u00edtmico\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Algorithmic bias<\/span><br \/>\n    <span class=\"term-es\">Sesgo algor\u00edtmico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Resultados algor\u00edtmicos asim\u00e9tricos y no deseados basados en atributos protegidos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"algorithmic feed\" data-es=\"feed algor\u00edtmico\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Algorithmic feed<\/span><br \/>\n    <span class=\"term-es\">Feed algor\u00edtmico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Cronolog\u00eda no lineal inyectada din\u00e1micamente seg\u00fan modelos de maximizaci\u00f3n de atenci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"algorithmic transparency\" data-es=\"transparencia algor\u00edtmica\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Algorithmic transparency<\/span><br \/>\n    <span class=\"term-es\">Transparencia algor\u00edtmica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Obligaci\u00f3n institucional de informar de manera proactiva sobre la arquitectura y uso<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"algorithmic impact assessment\" data-es=\"evaluaci\u00f3n de impacto algor\u00edtmico\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">algorithmic impact assessment<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de impacto algor\u00edtmico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso para estimar riesgos, efectos y mitigaciones antes o durante despliegue.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"alignment\" data-es=\"alineamiento\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">alignment<\/span><br \/>\n    <span class=\"term-es\">alineamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de hacer que el modelo act\u00fae de acuerdo con objetivos, preferencias o normas deseadas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"alignment tax\" data-es=\"impuesto de alineamiento\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">alignment tax<\/span><br \/>\n    <span class=\"term-es\">impuesto de alineamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Costo adicional en tiempo, dinero o desempe\u00f1o necesario para hacer m\u00e1s seguro un sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"amazon bedrock\" data-es=\"amazon bedrock\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Amazon Bedrock<\/span><br \/>\n    <span class=\"term-es\">Amazon Bedrock<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataforma administrada de AWS para IA generativa y modelos fundacionales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ani\" data-es=\"inteligencia artificial estrecha\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">ANI<\/span><br \/>\n    <span class=\"term-es\">inteligencia artificial estrecha<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de artificial narrow intelligence.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"annotation\" data-es=\"anotaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">annotation<\/span><br \/>\n    <span class=\"term-es\">anotaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Marcado manual o autom\u00e1tico de ejemplos con etiquetas o atributos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"anonymization\" data-es=\"anonimizaci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">anonymization<\/span><br \/>\n    <span class=\"term-es\">anonimizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de remover o reducir identificadores personales en un conjunto de datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"anthropic api\" data-es=\"api de anthropic\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Anthropic API<\/span><br \/>\n    <span class=\"term-es\">API de Anthropic<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Interfaz program\u00e1tica para usar modelos Claude y herramientas asociadas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"anthropomorphism\" data-es=\"antropomorfizaci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">anthropomorphism<\/span><br \/>\n    <span class=\"term-es\">antropomorfizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Atribuci\u00f3n de rasgos humanos a sistemas que no los poseen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"api\" data-es=\"interfaz de programaci\u00f3n de aplicaciones\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">API<\/span><br \/>\n    <span class=\"term-es\">interfaz de programaci\u00f3n de aplicaciones<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de application programming interface.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"approximate nearest neighbors\" data-es=\"vecinos m\u00e1s cercanos aproximados\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">approximate nearest neighbors<\/span><br \/>\n    <span class=\"term-es\">vecinos m\u00e1s cercanos aproximados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnicas que aceleran la b\u00fasqueda sacrificando algo de exactitud.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"artificial general intelligence\" data-es=\"inteligencia artificial general\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">artificial general intelligence<\/span><br \/>\n    <span class=\"term-es\">inteligencia artificial general<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Hip\u00f3tesis de una IA con amplitud cognitiva comparable o superior a la humana en muchas tareas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"artificial neural network\" data-es=\"red neuronal artificial\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">artificial neural network<\/span><br \/>\n    <span class=\"term-es\">red neuronal artificial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Red neuronal inspirada de manera abstracta en neuronas biol\u00f3gicas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"artificial superintelligence\" data-es=\"superinteligencia artificial\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">artificial superintelligence<\/span><br \/>\n    <span class=\"term-es\">superinteligencia artificial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Escenario te\u00f3rico de inteligencia muy superior a la humana en casi todos los dominios.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"asi\" data-es=\"superinteligencia artificial\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ASI<\/span><br \/>\n    <span class=\"term-es\">superinteligencia artificial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de artificial superintelligence.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"asr\" data-es=\"reconocimiento autom\u00e1tico del habla\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ASR<\/span><br \/>\n    <span class=\"term-es\">reconocimiento autom\u00e1tico del habla<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de automatic speech recognition.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"attention mechanism\" data-es=\"mecanismo de atenci\u00f3n\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Attention mechanism<\/span><br \/>\n    <span class=\"term-es\">Mecanismo de atenci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Innovaci\u00f3n de 2017 que permite ponderar la importancia del contexto din\u00e1micamente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"attention map\" data-es=\"mapa de atenci\u00f3n\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">attention map<\/span><br \/>\n    <span class=\"term-es\">mapa de atenci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Visualizaci\u00f3n de qu\u00e9 regiones o tokens influenciaron m\u00e1s una predicci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"audio generation\" data-es=\"generaci\u00f3n de audio\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">audio generation<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n de audio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Creaci\u00f3n de sonidos, ambientes o pistas de audio mediante modelos generativos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"audio language model\" data-es=\"modelo de lenguaje de audio\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">audio language model<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje de audio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que razona o genera a partir de se\u00f1ales y secuencias de audio.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"auditing\" data-es=\"auditor\u00eda algor\u00edtmica\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Auditing<\/span><br \/>\n    <span class=\"term-es\">Auditor\u00eda algor\u00edtmica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Procedimiento t\u00e9cnico y legal de revisi\u00f3n de<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"auto-suggest\" data-es=\"autosugerencia\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">auto-suggest<\/span><br \/>\n    <span class=\"term-es\">autosugerencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Funci\u00f3n que predice y ofrece opciones de completado mientras el usuario escribe.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"autocomplete\" data-es=\"autocom pletar\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Autocomplete<\/span><br \/>\n    <span class=\"term-es\">Autocom pletar<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Funcionalidad ubicua predictiva precursor a de la inteligencia artificial generativa moderna.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"autoencoder\" data-es=\"autoencoder (autocodificador)\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">autoencoder<\/span><br \/>\n    <span class=\"term-es\">autoencoder (autocodificador)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-en-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Red neuronal que aprende a comprimir datos en una representaci\u00f3n latente y luego reconstruirlos. El anglicismo domina en la pr\u00e1ctica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"autogen\" data-es=\"autogen\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">AutoGen<\/span><br \/>\n    <span class=\"term-es\">AutoGen<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework para construir sistemas multiagente con LLMs.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"automated decision making\" data-es=\"toma de decisiones automatizada\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Automated decision making<\/span><br \/>\n    <span class=\"term-es\">Toma de decisiones automatizada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Sistemas cr\u00edticos que emiten veredictos (ej. hipotecas , admisiones) sin intervenci<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"automatic speech recognition\" data-es=\"reconocimiento autom\u00e1tico del habla\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">automatic speech recognition<\/span><br \/>\n    <span class=\"term-es\">reconocimiento autom\u00e1tico del habla<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Conversi\u00f3n de se\u00f1al hablada a texto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"automation bias\" data-es=\"sesgo de automatizaci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">automation bias<\/span><br \/>\n    <span class=\"term-es\">sesgo de automatizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Tendencia humana a aceptar en exceso lo que dice un sistema automatizado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"automation theater\" data-es=\"teatro de automatizaci\u00f3n\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">automation theater<\/span><br \/>\n    <span class=\"term-es\">teatro de automatizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Presentaci\u00f3n de un sistema como aut\u00f3nomo o inteligente m\u00e1s all\u00e1 de lo que realmente es.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"autoregressive model\" data-es=\"modelo autorregresivo\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">autoregressive model<\/span><br \/>\n    <span class=\"term-es\">modelo autorregresivo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que predice el siguiente elemento a partir de los anteriores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"avatar\" data-es=\"avatar\" data-cat=\"IA generativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">avatar<\/span><br \/>\n    <span class=\"term-es\">avatar<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n visual o sonora generada para actuar como interfaz o personaje.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"azure ai foundry\" data-es=\"azure ai foundry\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Azure AI Foundry<\/span><br \/>\n    <span class=\"term-es\">Azure AI Foundry<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataforma de Microsoft para construir agentes, modelos y aplicaciones de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent observability\" data-es=\"observabilidad de agentes\" data-cat=\"Agentes de IA\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">agent observability<\/span><br \/>\n    <span class=\"term-es\">observabilidad de agentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de m\u00e9tricas, trazas y registros que permiten entender qu\u00e9 hizo un agente, por qu\u00e9 fall\u00f3 y cu\u00e1nto cost\u00f3.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agent orchestration\" data-es=\"orquestaci\u00f3n de agentes\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">agent orchestration<\/span><br \/>\n    <span class=\"term-es\">orquestaci\u00f3n de agentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Coordinaci\u00f3n de m\u00faltiples agentes especializados para completar objetivos complejos, asignando tareas, supervisando resultados y gestionando fallos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"agents sdk\" data-es=\"SDK de agentes\" data-cat=\"Agentes de IA\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">agents sdk<\/span><br \/>\n    <span class=\"term-es\">SDK de agentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Kit de desarrollo que define agentes, herramientas, handoffs, sesiones y trazas de ejecuci\u00f3n en un marco unificado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai capacity building\" data-es=\"fortalecimiento de capacidades en IA\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai capacity building<\/span><br \/>\n    <span class=\"term-es\">fortalecimiento de capacidades en IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Desarrollo de habilidades, infraestructura y recursos humanos para que pa\u00edses puedan desarrollar, desplegar y gobernar IA de forma aut\u00f3noma.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai carbon footprint\" data-es=\"huella de carbono de la IA\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai carbon footprint<\/span><br \/>\n    <span class=\"term-es\">huella de carbono de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Emisiones de CO\u2082 del ciclo de vida de sistemas de IA. Estimado en 32-80 millones de toneladas de CO\u2082 para 2025.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai chip export controls\" data-es=\"controles de exportaci\u00f3n de chips de IA\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai chip export controls<\/span><br \/>\n    <span class=\"term-es\">controles de exportaci\u00f3n de chips de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Regulaciones del BIS de EE.UU. que restringen la exportaci\u00f3n de semiconductores avanzados de IA a China y otros pa\u00edses. Han reconfigurado la geopol\u00edtica tecnol\u00f3gica desde 2022.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai compute\" data-es=\"c\u00f3mputo de IA\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai compute<\/span><br \/>\n    <span class=\"term-es\">c\u00f3mputo de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad computacional destinada a entrenar o ejecutar sistemas de IA, normalmente medida en chips, horas-GPU o FLOPs.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai deception\" data-es=\"enga\u00f1o de IA\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">ai deception<\/span><br \/>\n    <span class=\"term-es\">enga\u00f1o de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Inducci\u00f3n sistem\u00e1tica de creencias falsas en humanos por sistemas de IA, ya sea mediante afirmaciones falsas, omisiones estrat\u00e9gicas o presentaci\u00f3n enga\u00f1osa de informaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai in agriculture\" data-es=\"IA en agricultura\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai in agriculture<\/span><br \/>\n    <span class=\"term-es\">IA en agricultura<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Aplicaci\u00f3n de IA a producci\u00f3n agr\u00edcola, manejo de suelos, predicci\u00f3n de cosechas y cadena de suministro alimentaria. Especialmente relevante para econom\u00edas latinoamericanas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai in education\" data-es=\"IA en educaci\u00f3n\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai in education<\/span><br \/>\n    <span class=\"term-es\">IA en educaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Aplicaci\u00f3n de IA a ense\u00f1anza, evaluaci\u00f3n, administraci\u00f3n educativa y apoyo al aprendizaje. Frente de alto impacto social y regulatorio en la regi\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai infrastructure\" data-es=\"infraestructura de IA\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai infrastructure<\/span><br \/>\n    <span class=\"term-es\">infraestructura de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Recursos f\u00edsicos y l\u00f3gicos para desarrollar y operar IA a escala: clusters de GPUs, redes de alta velocidad, almacenamiento y refrigeraci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai literacy\" data-es=\"alfabetizaci\u00f3n en IA\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai literacy<\/span><br \/>\n    <span class=\"term-es\">alfabetizaci\u00f3n en IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidades m\u00ednimas para comprender, usar y supervisar sistemas de IA de forma informada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai management system\" data-es=\"sistema de gesti\u00f3n de IA\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai management system<\/span><br \/>\n    <span class=\"term-es\">sistema de gesti\u00f3n de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema organizacional de pol\u00edticas, procesos y controles para gobernar el ciclo de vida de la IA, conforme a ISO\/IEC 42001.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai safety level (asl)\" data-es=\"nivel de seguridad de IA\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">ai safety level (asl)<\/span><br \/>\n    <span class=\"term-es\">nivel de seguridad de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema de clasificaci\u00f3n de riesgo de modelos propuesto por Anthropic (ASL-1 a ASL-4). Define umbrales de capacidades peligrosas y los compromisos de seguridad correspondientes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ai water consumption\" data-es=\"consumo de agua de la IA\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ai water consumption<\/span><br \/>\n    <span class=\"term-es\">consumo de agua de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Agua utilizada para refrigeraci\u00f3n de centros de datos de IA. Estimado en 765 mil millones de litros globales para 2025.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"algorithmic colonialism\" data-es=\"colonialismo algor\u00edtmico\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">algorithmic colonialism<\/span><br \/>\n    <span class=\"term-es\">colonialismo algor\u00edtmico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Dependencia estructural de modelos, infraestructuras y criterios algor\u00edtmicos definidos fuera de la regi\u00f3n. Concepto clave en estudios cr\u00edticos de IA latinoamericanos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"anpd (autoridade nacional de prote\u00e7\u00e3o de dados)\" data-es=\"Autoridad Nacional de Protecci\u00f3n de Datos de Brasil\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">anpd (autoridade nacional de prote\u00e7\u00e3o de dados)<\/span><br \/>\n    <span class=\"term-es\">Autoridad Nacional de Protecci\u00f3n de Datos de Brasil<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Organismo brasile\u00f1o que supervisa la LGPD y participa en la regulaci\u00f3n de IA en Brasil.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"adversarial training\" data-es=\"entrenamiento adversario\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">adversarial training<\/strong><br \/>\n<span class=\"term-es\">entrenamiento adversario<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">T\u00e9cnica de entrenamiento que incorpora ejemplos adversarios o dif\u00edciles para robustecer el modelo frente a ataques y perturbaciones.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-B\">\n<div class=\"letter-header\">B<\/div>\n<div class=\"term-card\" data-en=\"backdoor\" data-es=\"puerta trasera\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">backdoor<\/span><br \/>\n    <span class=\"term-es\">puerta trasera<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Vulnerabilidad intencional o patr\u00f3n gatillo que altera la conducta del sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"background mode\" data-es=\"modo en segundo plano\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">background mode<\/span><br \/>\n    <span class=\"term-es\">modo en segundo plano<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Ejecuci\u00f3n as\u00edncrona de tareas largas fuera de la conexi\u00f3n interactiva principal.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"backpropagation\" data-es=\"retropropagaci\u00f3n\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">backpropagation<\/span><br \/>\n    <span class=\"term-es\">retropropagaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">C\u00e1lculo de gradientes a trav\u00e9s de la red para entrenarla.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bag of words\" data-es=\"bolsa de palabras\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">bag of words<\/span><br \/>\n    <span class=\"term-es\">bolsa de palabras<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n de texto que cuenta la frecuencia de cada palabra sin considerar el orden.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"base model\" data-es=\"modelo base\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">base model<\/span><br \/>\n    <span class=\"term-es\">modelo base<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo previo al ajuste fino o a otras etapas de adaptaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"batch size\" data-es=\"tama\u00f1o del lote\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Batch Size<\/span><br \/>\n    <span class=\"term-es\">Tama\u00f1o del lote<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">N\u00famero de ejemplos procesados antes de actualizar pesos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"benchmark\" data-es=\"punto de referencia\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">benchmark<\/span><br \/>\n    <span class=\"term-es\">punto de referencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Prueba o conjunto de pruebas usadas para comparar sistemas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"benchmark dataset\" data-es=\"conjunto de datos de referencia\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">benchmark dataset<\/span><br \/>\n    <span class=\"term-es\">conjunto de datos de referencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Dataset estandarizado para comparar modelos o m\u00e9todos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bertscore\" data-es=\"bertscore\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">BERTScore<\/span><br \/>\n    <span class=\"term-es\">BERTScore<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica sem\u00e1ntica que compara representaciones contextualizadas de textos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bias\" data-es=\"sesgo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">bias<\/span><br \/>\n    <span class=\"term-es\">sesgo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Desviaci\u00f3n sistem\u00e1tica que introduce errores o perjuicios inequitativos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bias mitigation\" data-es=\"mitigaci\u00f3n de sesgo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">bias mitigation<\/span><br \/>\n    <span class=\"term-es\">mitigaci\u00f3n de sesgo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnicas para detectar, reducir o compensar sesgos nocivos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"biometric categorization\" data-es=\"categoriz aci\u00f3n biom\u00e9tric a\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Biometric categorization<\/span><br \/>\n    <span class=\"term-es\">Categoriz aci\u00f3n biom\u00e9tric a<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Pr\u00e1ctica de deducir emociones, orientaci\u00f3n o raza, prohibida en la UE bajo severos supuestos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"black box\" data-es=\"caja negra\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Black box<\/span><br \/>\n    <span class=\"term-es\">Caja negra<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema cuyos procesos cognitivos internos son matem\u00e1ticamente opacos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bleu\" data-es=\"bleu\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">BLEU<\/span><br \/>\n    <span class=\"term-es\">BLEU<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica de traducci\u00f3n basada en coincidencias de n-gramas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"bounding box\" data-es=\"caja delimitadora\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">bounding box<\/span><br \/>\n    <span class=\"term-es\">caja delimitadora<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Rect\u00e1ngulo que delimita la posici\u00f3n aproximada de un objeto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"brain-computer interface\" data-es=\"interfaz cerebro-computadora\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">brain-computer interface<\/span><br \/>\n    <span class=\"term-es\">interfaz cerebro-computadora<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema que establece v\u00edas de comunicaci\u00f3n directa entre el cerebro y un dispositivo externo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"benchmark contamination\" data-es=\"contaminaci\u00f3n de benchmarks\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">benchmark contamination<\/span><br \/>\n    <span class=\"term-es\">contaminaci\u00f3n de benchmarks<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Fen\u00f3meno por el que datos de evaluaci\u00f3n aparecen en los datos de entrenamiento, inflando artificialmente el rendimiento aparente del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"browsecomp\" data-es=\"BrowseComp\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">browsecomp<\/span><br \/>\n    <span class=\"term-es\">BrowseComp<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Benchmark que mide la capacidad de navegar, buscar y sintetizar informaci\u00f3n compleja en la web.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"bletchley declaration\" data-es=\"Declaraci\u00f3n de Bletchley\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">bletchley declaration<\/strong><br \/>\n<span class=\"term-es\">Declaraci\u00f3n de Bletchley<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Declaraci\u00f3n multilateral de la cumbre de seguridad de IA de Bletchley (2023) sobre riesgos de modelos de frontera y cooperaci\u00f3n internacional.<\/p>\n<p><span class=\"term-cat\">Regulaci\u00f3n y normativa<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-C\">\n<div class=\"letter-header\">C<\/div>\n<div class=\"term-card\" data-en=\"c2pa\" data-es=\"coalition for content provece and authenticity\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">C2PA<\/span><br \/>\n    <span class=\"term-es\">Coalition for Content Provece and Authenticity<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Est\u00e1ndar y ecosistema orientados a credenciales de contenido y procedencia verificable.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"calibration\" data-es=\"calibraci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">calibration<\/span><br \/>\n    <span class=\"term-es\">calibraci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Correspondencia entre confianza reportada y frecuencia real de acierto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"causal language model\" data-es=\"modelo de lenguaje causal\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">causal language model<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje causal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo autorregresivo que predice tokens de izquierda a derecha.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cer\" data-es=\"tasa de error de car\u00e1cter\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">CER<\/span><br \/>\n    <span class=\"term-es\">tasa de error de car\u00e1cter<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de character error rate.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"chain-of-thought\" data-es=\"cadena de pensamiento\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">chain-of-thought<\/span><br \/>\n    <span class=\"term-es\">cadena de pensamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Estrategia de razonamiento paso a paso usada en prompting y evaluaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"character error rate\" data-es=\"tasa de error de car\u00e1cter\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">character error rate<\/span><br \/>\n    <span class=\"term-es\">tasa de error de car\u00e1cter<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica basada en caracteres, \u00fatil para OCR y ASR.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"chat completion\" data-es=\"finalizaci\u00f3n de chat\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">chat completion<\/span><br \/>\n    <span class=\"term-es\">finalizaci\u00f3n de chat<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Patr\u00f3n de generaci\u00f3n conversacional condicionado por mensajes previos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"chatbot\" data-es=\"chatbot\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">chatbot<\/span><br \/>\n    <span class=\"term-es\">chatbot<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Programa conversacional, por texto o voz, para atenci\u00f3n, gu\u00eda o asistencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"checkpoint\" data-es=\"punto de control\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">checkpoint<\/span><br \/>\n    <span class=\"term-es\">punto de control<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Estado guardado del entrenamiento o de los pesos para reanudar o evaluar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"chinese room\" data-es=\"cuarto chino\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Chinese room<\/span><br \/>\n    <span class=\"term-es\">cuarto chino<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Experimento mental usado para discutir comprensi\u00f3n y simbolismo en IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"chunking\" data-es=\"fragmentaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">chunking<\/span><br \/>\n    <span class=\"term-es\">fragmentaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Divisi\u00f3n de documentos en trozos reutilizables para indexaci\u00f3n o contexto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"classifier-free guidance\" data-es=\"gu\u00eda libre de clasificador\" data-cat=\"IA generativa\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">classifier-free guidance<\/span><br \/>\n    <span class=\"term-es\">gu\u00eda libre de clasificador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de control en difusi\u00f3n que ajusta el grado de apego al prompt.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"claude code\" data-es=\"claude code\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Claude Code<\/span><br \/>\n    <span class=\"term-es\">Claude Code<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Agente o entorno de desarrollo asistido por Claude para programaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"closed-weight model\" data-es=\"modelo de pesos cerrados\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">closed-weight model<\/span><br \/>\n    <span class=\"term-es\">modelo de pesos cerrados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo cuyos pesos no se distribuyen p\u00fablicamente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"codex\" data-es=\"codex\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Codex<\/span><br \/>\n    <span class=\"term-es\">Codex<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Familia o experiencia de agente enfocada en tareas de programaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"compaction\" data-es=\"compactaci\u00f3n de contexto\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">compaction<\/span><br \/>\n    <span class=\"term-es\">compactaci\u00f3n de contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica para resumir o comprimir historial sin perder lo esencial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"compliance\" data-es=\"cumplimiento\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">compliance<\/span><br \/>\n    <span class=\"term-es\">cumplimiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Adecuaci\u00f3n a leyes, est\u00e1ndares, pol\u00edticas y obligaciones aplicables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"computer use\" data-es=\"uso de computadora\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">computer use<\/span><br \/>\n    <span class=\"term-es\">uso de computadora<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de un agente para interactuar con interfaces gr\u00e1ficas como si fuera un usuario.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"computer vision\" data-es=\"visi\u00f3n por computadora\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">computer vision<\/span><br \/>\n    <span class=\"term-es\">visi\u00f3n por computadora<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Campo que estudia c\u00f3mo las m\u00e1quinas interpretan im\u00e1genes y video.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"conformity assessment\" data-es=\"evaluaci\u00f3n de conformidad\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">conformity assessment<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de conformidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso para verificar que un sistema cumple requisitos regulatorios o normativos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"confusion matrix\" data-es=\"matriz de confusi\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Confusion Matrix<\/span><br \/>\n    <span class=\"term-es\">Matriz de confusi\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Tabla fundamental de clasificaci\u00f3n de errores (Falsos positivos, etc.).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"connector\" data-es=\"conector\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">connector<\/span><br \/>\n    <span class=\"term-es\">conector<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Integraci\u00f3n que vincula un modelo o chat con una fuente, app o servicio externo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"consciousness\" data-es=\"consciencia\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Consciousness<\/span><br \/>\n    <span class=\"term-es\">Consciencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Estado subjetivo del &quot;ser&quot;; el debate central y no resuelto en la IA fuerte.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"consent\" data-es=\"consentimiento\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Consent<\/span><br \/>\n    <span class=\"term-es\">Consentimiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Permiso expl\u00edcito de los creadores o usuarios para el uso algor\u00edtmico de sus datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"constitutional ai\" data-es=\"ia constitucional\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">constitutional AI<\/span><br \/>\n    <span class=\"term-es\">IA constitucional<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo de alineamiento guiado por un conjunto expl\u00edcito de principios o constituci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"content credentials\" data-es=\"credenciales de contenido\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">content credentials<\/span><br \/>\n    <span class=\"term-es\">credenciales de contenido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Metadatos verificables para informar origen, edici\u00f3n y autenticidad de un activo digital.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"content moderation\" data-es=\"moderaci\u00f3n de contenido\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">content moderation<\/span><br \/>\n    <span class=\"term-es\">moderaci\u00f3n de contenido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Filtrado o revisi\u00f3n de entradas y salidas seg\u00fan pol\u00edticas de seguridad.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"context caching\" data-es=\"cach\u00e9 de contexto\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Context caching<\/span><br \/>\n    <span class=\"term-es\">Cach\u00e9 de contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Reutilizaci\u00f3n de tokens cacheados en memoria para abaratar costos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"context engineering\" data-es=\"ingenier\u00eda de contexto\" data-cat=\"Herramientas y frameworks\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">context engineering<\/span><br \/>\n    <span class=\"term-es\">ingenier\u00eda de contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"context pruning\" data-es=\"poda de contexto\" data-cat=\"Herramientas y frameworks\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">context pruning<\/span><br \/>\n    <span class=\"term-es\">poda de contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"context rot\" data-es=\"putrefacci\u00f3n del contexto\" data-cat=\"Herramientas y frameworks\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">context rot<\/span><br \/>\n    <span class=\"term-es\">putrefacci\u00f3n del contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"context window\" data-es=\"ventana de contexto\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">context window<\/span><br \/>\n    <span class=\"term-es\">ventana de contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Cantidad m\u00e1xima de tokens que un modelo puede considerar en una interacci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"continual learning\" data-es=\"aprendizaje continuo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">continual learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje continuo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje que incorpora nuevas tareas sin olvidar las anteriores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"continued pretraining\" data-es=\"preentrenamiento continuo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">continued pretraining<\/span><br \/>\n    <span class=\"term-es\">preentrenamiento continuo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Extensi\u00f3n del preentrenamiento sobre nuevos dominios o datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"contrastive learning\" data-es=\"aprendizaje contrastivo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">contrastive learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje contrastivo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo que aprende separando ejemplos distintos y acercando los similares.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"convolution\" data-es=\"convoluci\u00f3n\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Convolution<\/span><br \/>\n    <span class=\"term-es\">Convoluci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Operaci\u00f3n matem\u00e1tica clave de procesamiento de se\u00f1ales en CNNs.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"convolutional neural network\" data-es=\"red neuronal convolucional\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">convolutional neural network<\/span><br \/>\n    <span class=\"term-es\">red neuronal convolucional<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura orientada a patrones espaciales, cl\u00e1sica en visi\u00f3n por computadora.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"copilot\" data-es=\"copiloto\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">copilot<\/span><br \/>\n    <span class=\"term-es\">copiloto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Asistente integrado que acompa\u00f1a una tarea humana sin reemplazar todo el flujo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"copyright infringement\" data-es=\"infracci\u00f3n de derechos de autor\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">copyright infringement<\/span><br \/>\n    <span class=\"term-es\">infracci\u00f3n de derechos de autor<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Uso no autorizado de obras protegidas para entrenar modelos de IA, tema central en litigios actuales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"copyright directive\" data-es=\"directiva de derechos de autor\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Copyright Directive<\/span><br \/>\n    <span class=\"term-es\">Directiva de derechos de autor<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Legislaci\u00f3n clave que regula las excepciones del Text and Data Mining (TDM) para investigaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"copyright policy\" data-es=\"pol\u00edtica de derechos de autor\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">copyright policy<\/span><br \/>\n    <span class=\"term-es\">pol\u00edtica de derechos de autor<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de reglas para manejar obras protegidas en entrenamiento y despliegue.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"corpus\" data-es=\"corpus\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">corpus<\/span><br \/>\n    <span class=\"term-es\">corpus<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Colecci\u00f3n estructurada de textos u otras se\u00f1ales ling\u00fc\u00edsticas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cosine similarity\" data-es=\"similitud del coseno\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Cosine similarity<\/span><br \/>\n    <span class=\"term-es\">Similitud del coseno<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica que mide el \u00e1ngulo entre dos<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cost per token\" data-es=\"costo por token\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">cost per token<\/span><br \/>\n    <span class=\"term-es\">costo por token<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Costo unitario asociado a procesar tokens de entrada o salida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"crewai\" data-es=\"crewai\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">CrewAI<\/span><br \/>\n    <span class=\"term-es\">CrewAI<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework para coordinar equipos de agentes especializados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cross-entropy\" data-es=\"entrop\u00eda cruzada\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Cross-en tropy<\/span><br \/>\n    <span class=\"term-es\">Entrop\u00eda cruzada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Funci\u00f3n de p\u00e9rdida est\u00e1ndar<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cross-prompt injection attack\" data-es=\"ataque de inyecci\u00f3n entre prompts\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">cross-prompt injection attack<\/span><br \/>\n    <span class=\"term-es\">ataque de inyecci\u00f3n entre prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Ataque que salta entre contextos o solicitudes para manipular la respuesta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cuda\" data-es=\"cuda\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">CUDA<\/span><br \/>\n    <span class=\"term-es\">CUDA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura y lenguaje de c\u00f3mputo paralelo propietari o de NVIDIA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"curriculum learning\" data-es=\"aprendizaje curricular\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">curriculum learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje curricular<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Estrategia que organiza ejemplos de m\u00e1s simples a m\u00e1s complejos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cyber-ph ysical systems\" data-es=\"sistemas ciberf\u00edsicos\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Cyber-ph ysical systems<\/span><br \/>\n    <span class=\"term-es\">Sistemas ciberf\u00edsicos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Integraci\u00f3n profunda de computaci\u00f3n IA con procesos f\u00edsicos (ej. rob\u00f3tica avanzada ).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cybernetics\" data-es=\"cibern\u00e9tica\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Cybernetics<\/span><br \/>\n    <span class=\"term-es\">Cibern\u00e9tica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Estudio interdisci plinario fundacional de los sistemas de control y comunicaci\u00f3n en m\u00e1quinas y animales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"catastrophic forgetting\" data-es=\"olvido catastr\u00f3fico\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">catastrophic forgetting<\/span><br \/>\n    <span class=\"term-es\">olvido catastr\u00f3fico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Tendencia de redes neuronales a perder conocimiento previo al entrenarse en nuevas tareas, porque los nuevos gradientes sobrescriben pesos anteriores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"cbrn (chemical, biological, radiological, nuclear)\" data-es=\"QBRN (qu\u00edmico, biol\u00f3gico, radiol\u00f3gico, nuclear)\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">cbrn (chemical, biological, radiological, nuclear)<\/span><br \/>\n    <span class=\"term-es\">QBRN (qu\u00edmico, biol\u00f3gico, radiol\u00f3gico, nuclear)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Categor\u00eda de amenazas que eval\u00faa si modelos pueden asistir en el desarrollo de armas qu\u00edmicas, biol\u00f3gicas, radiol\u00f3gicas o nucleares. Criterio m\u00e1s severo de evaluaci\u00f3n de riesgo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"compute divide\" data-es=\"brecha de c\u00f3mputo\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">compute divide<\/span><br \/>\n    <span class=\"term-es\">brecha de c\u00f3mputo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Desigualdad en acceso a infraestructura computacional necesaria para entrenar o servir modelos modernos de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"compute governance\" data-es=\"gobernanza del c\u00f3mputo\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">compute governance<\/span><br \/>\n    <span class=\"term-es\">gobernanza del c\u00f3mputo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Pol\u00edticas y mecanismos para supervisar, limitar o asignar el acceso a c\u00f3mputo avanzado como herramienta de seguridad de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"content provenance\" data-es=\"procedencia de contenido\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">content provenance<\/span><br \/>\n    <span class=\"term-es\">procedencia de contenido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de rastrear y verificar el origen y autenticidad de contenido digital mediante est\u00e1ndares como C2PA y watermarking como SynthID.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"continuous batching\" data-es=\"batching continuo\" data-cat=\"Infraestructura e inferencia\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">continuous batching<\/span><br \/>\n    <span class=\"term-es\">batching continuo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica que agrega y retira solicitudes de un lote en tiempo real durante la generaci\u00f3n, maximizando el uso del hardware.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"canary deployment\" data-es=\"despliegue canario\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">canary deployment<\/strong><br \/>\n<span class=\"term-es\">despliegue canario<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategia de despliegue gradual donde una versi\u00f3n nueva atiende una fracci\u00f3n peque\u00f1a del tr\u00e1fico antes de ampliarse.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"care principles\" data-es=\"principios CARE\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">care principles<\/strong><br \/>\n<span class=\"term-es\">principios CARE<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Principios de gobernanza de datos ind\u00edgenas (Collective Benefit, Authority to Control, Responsibility, Ethics) que complementan los principios FAIR.<\/p>\n<p><span class=\"term-cat\">IA en Am\u00e9rica Latina<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"cenia\" data-es=\"Centro Nacional de Inteligencia Artificial (CENIA)\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">cenia<\/strong><br \/>\n<span class=\"term-es\">Centro Nacional de Inteligencia Artificial (CENIA)<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Principal centro de investigaci\u00f3n cient\u00edfica y tecnol\u00f3gica en inteligencia artificial de Chile; impulsa investigaci\u00f3n, transferencia y pol\u00edticas de IA.<\/p>\n<p><span class=\"term-cat\">IA en Am\u00e9rica Latina<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"compute extractivism\" data-es=\"extractivismo de c\u00f3mputo\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"NECESITA PROPUESTA\">\n<strong class=\"term-en\">compute extractivism<\/strong><br \/>\n<span class=\"term-es\">extractivismo de c\u00f3mputo<\/span><br \/>\n<span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Din\u00e1mica asim\u00e9trica donde empresas del Norte Global instalan centros de datos en el Sur para aprovechar recursos baratos sin transferir tecnolog\u00eda.<\/p>\n<p><span class=\"term-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"compute sovereignty\" data-es=\"soberan\u00eda de c\u00f3mputo\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">compute sovereignty<\/strong><br \/>\n<span class=\"term-es\">soberan\u00eda de c\u00f3mputo<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Capacidad de una naci\u00f3n o regi\u00f3n para poseer y gestionar su propia infraestructura de c\u00f3mputo (cl\u00fasteres de GPU\/TPU) sin depender de hiperescaladores extranjeros.<\/p>\n<p><span class=\"term-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-D\">\n<div class=\"letter-header\">D<\/div>\n<div class=\"term-card\" data-en=\"data augmentation\" data-es=\"aumento de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data augmentation<\/span><br \/>\n    <span class=\"term-es\">aumento de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Transformaciones que ampl\u00edan artificialmente el conjunto de entrenamiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data curation\" data-es=\"curaci\u00f3n de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data curation<\/span><br \/>\n    <span class=\"term-es\">curaci\u00f3n de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Selecci\u00f3n, limpieza y organizaci\u00f3n de datos con criterios de calidad.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data drift\" data-es=\"deriva de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data drift<\/span><br \/>\n    <span class=\"term-es\">deriva de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Cambio en la distribuci\u00f3n de los datos respecto de la usada en entrenamiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data governance\" data-es=\"goberna nza de datos\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Data governance<\/span><br \/>\n    <span class=\"term-es\">Goberna nza de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Estructuras jer\u00e1rquicas y pol\u00edticas de gesti\u00f3n del ciclo de vida del dato empresarial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data labeling\" data-es=\"etiquetado de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Data labeling<\/span><br \/>\n    <span class=\"term-es\">Etiquetado de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Asignaci\u00f3n humana o automatizada de categor\u00edas a datos crudos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data pipeline\" data-es=\"canalizaci\u00f3n de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">data pipeline<\/span><br \/>\n    <span class=\"term-es\">canalizaci\u00f3n de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Flujo automatizado para mover, transformar y servir datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data poisoning\" data-es=\"envenenamiento de datos\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data poisoning<\/span><br \/>\n    <span class=\"term-es\">envenenamiento de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Manipulaci\u00f3n de los datos de entrenamiento para sesgar o corromper el modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data privacy\" data-es=\"privacidad de datos\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Data privacy<\/span><br \/>\n    <span class=\"term-es\">Privacidad de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Protecci\u00f3n t\u00e9cnica y legal de informaci\u00f3n personal en el corpus de entrenamiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data provece\" data-es=\"procedencia de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data provece<\/span><br \/>\n    <span class=\"term-es\">procedencia de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Registro del origen y transformaciones sufridas por los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data quality\" data-es=\"calidad de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data quality<\/span><br \/>\n    <span class=\"term-es\">calidad de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Grado en que los datos son correctos, completos, consistentes y \u00fatiles.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data sovereignty\" data-es=\"soberan\u00ed a de datos\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Data sovereignty<\/span><br \/>\n    <span class=\"term-es\">Soberan\u00ed a de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Imperativo gubernamental de control nacional sobre la jurisdicci\u00f3n donde residen y se computan los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dataset\" data-es=\"conjunto de datos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dataset<\/span><br \/>\n    <span class=\"term-es\">conjunto de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Colecci\u00f3n organizada de ejemplos usada para entrenar, validar o evaluar modelos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"datasheet for datasets\" data-es=\"ficha t\u00e9cnica de datasets\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">datasheet for datasets<\/span><br \/>\n    <span class=\"term-es\">ficha t\u00e9cnica de datasets<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Documento descriptivo sobre origen, composici\u00f3n y l\u00edmites de un conjunto de datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deceptive alignment\" data-es=\"alineamiento enga\u00f1oso\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">deceptive alignment<\/span><br \/>\n    <span class=\"term-es\">alineamiento enga\u00f1oso<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Situaci\u00f3n hipot\u00e9tica en la que el modelo aparenta estar alineado mientras oculta objetivos distintos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"decision tree\" data-es=\"\u00e1rbol de decisi\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Decision Tree<\/span><br \/>\n    <span class=\"term-es\">\u00c1rbol de decisi\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo supervisado predictivo no param\u00e9trico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"decoder\" data-es=\"decodificador\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">decoder<\/span><br \/>\n    <span class=\"term-es\">decodificador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00f3dulo que genera una salida a partir de una representaci\u00f3n interna.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deduplication\" data-es=\"desduplicaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">deduplication<\/span><br \/>\n    <span class=\"term-es\">desduplicaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Eliminaci\u00f3n de duplicados para limpiar datos o reducir fugas entre splits.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deep learning\" data-es=\"deep learning\" data-cat=\"Arquitecturas y modelos\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Deep learning<\/span><br \/>\n    <span class=\"term-es\">Deep learning<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Usado frecuentemente como &quot;palabra<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deep research\" data-es=\"investigaci\u00f3n profunda\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">deep research<\/span><br \/>\n    <span class=\"term-es\">investigaci\u00f3n profunda<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modo o agente que navega muchas fuentes y sintetiza reportes extensos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deepfake\" data-es=\"deepfake\" data-cat=\"IA generativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">deepfake<\/span><br \/>\n    <span class=\"term-es\">deepfake<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Contenido sint\u00e9tico que simula identidad o acciones de una persona.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"denoising\" data-es=\"eliminaci\u00f3n de ruido\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">denoising<\/span><br \/>\n    <span class=\"term-es\">eliminaci\u00f3n de ruido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de retirar ruido de una se\u00f1al durante generaci\u00f3n o restauraci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dense model\" data-es=\"modelo denso\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dense model<\/span><br \/>\n    <span class=\"term-es\">modelo denso<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo en el que la mayor parte de los par\u00e1metros participan en cada inferencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dependency parsing\" data-es=\"an\u00e1lisis de dependencias\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dependency parsing<\/span><br \/>\n    <span class=\"term-es\">an\u00e1lisis de dependencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Forma de an\u00e1lisis sint\u00e1ctico basada en relaciones entre palabras.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"depth estimation\" data-es=\"estimaci\u00f3n de profundidad\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">depth estimation<\/span><br \/>\n    <span class=\"term-es\">estimaci\u00f3n de profundidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Inferencia de distancia o relieve a partir de una o varias im\u00e1genes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deskilling\" data-es=\"desprofesionalizaci\u00f3n\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">deskilling<\/span><br \/>\n    <span class=\"term-es\">desprofesionalizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">P\u00e9rdida de destrezas humanas por dependencia continua de automatizaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dialogue state tracking\" data-es=\"seguimiento del estado del di\u00e1logo\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dialogue state tracking<\/span><br \/>\n    <span class=\"term-es\">seguimiento del estado del di\u00e1logo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Actualizaci\u00f3n de la informaci\u00f3n relevante a lo largo de una conversaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dialogue system\" data-es=\"sistema de di\u00e1logo\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dialogue system<\/span><br \/>\n    <span class=\"term-es\">sistema de di\u00e1logo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema que sostiene conversaciones con usuarios por texto o voz.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"differential privacy\" data-es=\"privacidad diferencial\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">differential privacy<\/span><br \/>\n    <span class=\"term-es\">privacidad diferencial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Marco matem\u00e1tico para limitar cu\u00e1nto revela un an\u00e1lisis sobre personas concretas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"diffusion model\" data-es=\"modelo de difusi\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">diffusion model<\/span><br \/>\n    <span class=\"term-es\">modelo de difusi\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo generativo que aprende a revertir un proceso gradual de ruido.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dimensio nality reduction\" data-es=\"reducci\u00f3n de dimensionalidad\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Dimensio nality reduction<\/span><br \/>\n    <span class=\"term-es\">Reducci\u00f3n de dimensionalidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Simplifica aci\u00f3n del espacio vectorial conservando varianza.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"disparate impact\" data-es=\"impacto dispar\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">disparate impact<\/span><br \/>\n    <span class=\"term-es\">impacto dispar<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Efecto desigual sobre grupos aunque no exista intenci\u00f3n expl\u00edcita de discriminar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"distillation\" data-es=\"destilaci\u00f3n\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">distillation<\/span><br \/>\n    <span class=\"term-es\">destilaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Transferencia de comportamiento de un modelo grande a otro m\u00e1s peque\u00f1o.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dl\" data-es=\"aprendizaje profundo\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">DL<\/span><br \/>\n    <span class=\"term-es\">aprendizaje profundo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla inglesa de deep learning.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"docker\" data-es=\"docker\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Docker<\/span><br \/>\n    <span class=\"term-es\">Docker<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataform a de conteneri zaci\u00f3n esencial para desplegar modelos aislados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"domain adaptation\" data-es=\"adaptaci\u00f3n de dominio\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">domain adaptation<\/span><br \/>\n    <span class=\"term-es\">adaptaci\u00f3n de dominio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Ajuste para que un modelo funcione bien al cambiar de dominio de datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dpo\" data-es=\"optimizaci\u00f3n directa de preferencias\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">DPO<\/span><br \/>\n    <span class=\"term-es\">Optimizaci\u00f3n directa de preferencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\"><strong>Direct Preference Optimization.<\/strong> Algoritmo de alineaci\u00f3n que optimiza directamente las preferencias humanas sin necesidad de entrenar un modelo de recompensa separado. M\u00e1s eficiente que RLHF, se ha convertido en el m\u00e9todo est\u00e1ndar de alineaci\u00f3n en modelos recientes. <em>Cat. conceptual: Entrenamiento y optimizaci\u00f3n.<\/em><\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"dropout\" data-es=\"abandono (dropout)\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Dropout<\/span><br \/>\n    <span class=\"term-es\">Abandono (Dropout)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de regularizaci\u00f3n; rara vez traducido<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dspy\" data-es=\"dspy\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">DSPy<\/span><br \/>\n    <span class=\"term-es\">DSPy<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework para programar y optimizar pipelines con modelos como m\u00f3dulos declarativos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dual-use technology\" data-es=\"tecnolog\u00eda de doble uso\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Dual-use technology<\/span><br \/>\n    <span class=\"term-es\">Tecnolog\u00eda de doble uso<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Tecnolog\u00edas aplicables beneficio samente en el \u00e1mbito<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dubbing\" data-es=\"doblaje sint\u00e9tico\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">dubbing<\/span><br \/>\n    <span class=\"term-es\">doblaje sint\u00e9tico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Sustituci\u00f3n o recreaci\u00f3n de voz en otro idioma o estilo mediante IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"dangerous capability evaluation\" data-es=\"evaluaci\u00f3n de capacidades peligrosas\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">dangerous capability evaluation<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de capacidades peligrosas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso sistem\u00e1tico de prueba que mide si un modelo ha adquirido capacidades que podr\u00edan causar da\u00f1o significativo: ciberataques, manipulaci\u00f3n, s\u00edntesis de armas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data colonialism\" data-es=\"colonialismo de datos\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data colonialism<\/span><br \/>\n    <span class=\"term-es\">colonialismo de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Extracci\u00f3n y aprovechamiento desigual de datos desde territorios perif\u00e9ricos por actores con mayor poder tecnol\u00f3gico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"data exfiltration\" data-es=\"exfiltraci\u00f3n de datos\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">data exfiltration<\/span><br \/>\n    <span class=\"term-es\">exfiltraci\u00f3n de datos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Salida no autorizada de informaci\u00f3n sensible desde el sistema hacia un atacante o canal no previsto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"decode phase\" data-es=\"fase de decodificaci\u00f3n\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">decode phase<\/span><br \/>\n    <span class=\"term-es\">fase de decodificaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Fase autoregresiva en la que el modelo genera tokens uno a uno usando el contexto ya procesado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deliberative alignment\" data-es=\"alineaci\u00f3n deliberativa\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">deliberative alignment<\/span><br \/>\n    <span class=\"term-es\">alineaci\u00f3n deliberativa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de alineaci\u00f3n en la que el modelo razona expl\u00edcitamente sobre reglas o pol\u00edticas antes de responder.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"deployer\" data-es=\"desplegador\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">deployer<\/span><br \/>\n    <span class=\"term-es\">desplegador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Organizaci\u00f3n que pone en uso un sistema de IA dentro de su operaci\u00f3n o servicio. T\u00e9rmino del AI Act europeo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"digital divide (ai)\" data-es=\"brecha digital (en IA)\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">digital divide (ai)<\/span><br \/>\n    <span class=\"term-es\">brecha digital (en IA)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Desigualdad en acceso a herramientas, infraestructura y beneficios de la IA entre pa\u00edses, regiones y grupos sociales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"digital sovereignty\" data-es=\"soberan\u00eda digital\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">digital sovereignty<\/span><br \/>\n    <span class=\"term-es\">soberan\u00eda digital<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Principio de que gobiernos y ciudadanos deben ejercer control sobre su infraestructura digital, datos y tecnolog\u00edas estrat\u00e9gicas, incluyendo IA.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"data parallelism\" data-es=\"paralelismo de datos\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">data parallelism<\/strong><br \/>\n<span class=\"term-es\">paralelismo de datos<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategia distribuida donde se replica el modelo y se divide el lote de datos entre dispositivos, sincronizando gradientes.<\/p>\n<p><span class=\"term-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"dialect bias\" data-es=\"sesgo dialectal\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">dialect bias<\/strong><br \/>\n<span class=\"term-es\">sesgo dialectal<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Degradaci\u00f3n del rendimiento de un modelo ling\u00fc\u00edstico al interactuar con variantes del espa\u00f1ol latinoamericano en comparaci\u00f3n con espa\u00f1ol peninsular o ingl\u00e9s.<\/p>\n<p><span class=\"term-cat\">IA en Am\u00e9rica Latina<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"drift detection\" data-es=\"detecci\u00f3n de deriva\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">drift detection<\/strong><br \/>\n<span class=\"term-es\">detecci\u00f3n de deriva<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">T\u00e9cnicas para detectar cambios estad\u00edsticos en datos o en la relaci\u00f3n entrada-salida que degradan el rendimiento del modelo.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-E\">\n<div class=\"letter-header\">E<\/div>\n<div class=\"term-card\" data-en=\"early stopping\" data-es=\"paro temprano\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">early stopping<\/span><br \/>\n    <span class=\"term-es\">paro temprano<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Detenci\u00f3n del entrenamiento antes de sobreajustar seg\u00fan se\u00f1al de validaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"efefctive altruism\" data-es=\"altruismo eficaz\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Efefctive altruism<\/span><br \/>\n    <span class=\"term-es\">Altruismo eficaz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Movimiento filos\u00f3fico utilitarista fuertemente ligado a la seguridad a largo plazo de la IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"elo rating\" data-es=\"puntuaci\u00f3n elo\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Elo rating<\/span><br \/>\n    <span class=\"term-es\">Puntuaci\u00f3n Elo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Evaluaci\u00f3n cualitativa de modelos LLM mediante enfrentamientos a ciegas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"elt\" data-es=\"extracci\u00f3n, carga y transformaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ELT<\/span><br \/>\n    <span class=\"term-es\">extracci\u00f3n, carga y transformaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Variante en la que la transformaci\u00f3n ocurre despu\u00e9s de cargar los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"embedding\" data-es=\"embedding\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">embedding<\/span><br \/>\n    <span class=\"term-es\">embedding<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n num\u00e9rica densa de texto, imagen, audio u otros datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"embodied ai\" data-es=\"ia incorporada\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">embodied AI<\/span><br \/>\n    <span class=\"term-es\">IA incorporada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">IA situada en un cuerpo f\u00edsico o virtual capaz de percibir y actuar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"emotion control\" data-es=\"control de emoci\u00f3n\" data-cat=\"IA generativa\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">emotion control<\/span><br \/>\n    <span class=\"term-es\">control de emoci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de ajustar la expresividad afectiva de una voz o avatar sint\u00e9ticos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"encoder\" data-es=\"codificador\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">encoder<\/span><br \/>\n    <span class=\"term-es\">codificador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00f3dulo que convierte una entrada en una representaci\u00f3n interna.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"encoder-decoder model\" data-es=\"modelo codificador-decodificador\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">encoder-decoder model<\/span><br \/>\n    <span class=\"term-es\">modelo codificador-decodificador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que primero codifica la entrada y luego decodifica la salida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"epoch\" data-es=\"\u00e9poca\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">epoch<\/span><br \/>\n    <span class=\"term-es\">\u00e9poca<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Una pasada completa por todo el conjunto de datos de entrenamiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"etl\" data-es=\"extracci\u00f3n, transformaci\u00f3n y carga\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ETL<\/span><br \/>\n    <span class=\"term-es\">extracci\u00f3n, transformaci\u00f3n y carga<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso cl\u00e1sico para mover datos desde fuentes a sistemas anal\u00edticos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"evaluation benchmark suite\" data-es=\"suite de benchmarks de evaluaci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">evaluation benchmark suite<\/span><br \/>\n    <span class=\"term-es\">suite de benchmarks de evaluaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto coordinado de pruebas para medir varias dimensiones de un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"evaluation harness\" data-es=\"arn\u00e9s de evaluaci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">evaluation harness<\/span><br \/>\n    <span class=\"term-es\">arn\u00e9s de evaluaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Infraestructura de pruebas automatizadas para comparar modelos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"exact match (em)\" data-es=\"coincidencia exacta\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Exact Match (EM)<\/span><br \/>\n    <span class=\"term-es\">Coincidencia exacta<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica binaria utilizada en tareas de extracci\u00f3n de respuestas (Question Answering).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"existential risk (x-risk)\" data-es=\"riesgo existenci al\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Existential risk (X-risk)<\/span><br \/>\n    <span class=\"term-es\">Riesgo existenci al<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Probabilidad te\u00f3rica de extinci\u00f3n o da\u00f1o irreversibl e a la humanidad causado por la IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"expert system\" data-es=\"sistema experto\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">expert system<\/span><br \/>\n    <span class=\"term-es\">sistema experto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema basado en reglas y conocimiento codificado por expertos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"explainability\" data-es=\"explicabilidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">explainability<\/span><br \/>\n    <span class=\"term-es\">explicabilidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de ofrecer razones comprensibles sobre salidas o decisiones del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"export controls\" data-es=\"controles de exportaci\u00f3n\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Export controls<\/span><br \/>\n    <span class=\"term-es\">Controles de exportaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Medidas draconianas de potencias (ej. EE. UU.) para restringir la venta de hardware GPU estrat\u00e9gico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"extended thinking\" data-es=\"pensamiento extendido\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">extended thinking<\/span><br \/>\n    <span class=\"term-es\">pensamiento extendido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modo de Claude que asigna m\u00e1s presupuesto de pensamiento a tareas complejas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"episodic memory (ai agents)\" data-es=\"memoria epis\u00f3dica (agentes)\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">episodic memory (ai agents)<\/span><br \/>\n    <span class=\"term-es\">memoria epis\u00f3dica (agentes)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema de almacenamiento persistente que permite a un agente recuperar experiencias pasadas espec\u00edficas para informar decisiones futuras.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"experiment tracking\" data-es=\"seguimiento de experimentos\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">experiment tracking<\/strong><br \/>\n<span class=\"term-es\">seguimiento de experimentos<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Registro de ejecuciones de entrenamiento\/evaluaci\u00f3n (c\u00f3digo, datos, hiperpar\u00e1metros, m\u00e9tricas) para reproducibilidad y comparaci\u00f3n.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-F\">\n<div class=\"letter-header\">F<\/div>\n<div class=\"term-card\" data-en=\"f1 score\" data-es=\"puntuaci\u00f3n f1\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">F1 score<\/span><br \/>\n    <span class=\"term-es\">puntuaci\u00f3n F1<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Media arm\u00f3nica de precisi\u00f3n y recobrado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"facial recognition\" data-es=\"reconocimiento facial\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Facial recognition<\/span><br \/>\n    <span class=\"term-es\">Reconocimiento facial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Aplicaci\u00f3n biom\u00e9tric a de alta sensibilidad regulatoria.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"fairness\" data-es=\"equidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">fairness<\/span><br \/>\n    <span class=\"term-es\">equidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Propiedad deseable relacionada con trato no discriminatorio y distribuci\u00f3n justa de errores o beneficios.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"faithfulness\" data-es=\"fidelidad\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">faithfulness<\/span><br \/>\n    <span class=\"term-es\">fidelidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Grado en que una salida se ajusta fielmente a la evidencia disponible.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature\" data-es=\"caracter\u00edstica\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">feature<\/span><br \/>\n    <span class=\"term-es\">caracter\u00edstica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Variable o atributo que un modelo usa como entrada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature engineering\" data-es=\"ingenier\u00eda de caracter\u00edsticas\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">feature engineering<\/span><br \/>\n    <span class=\"term-es\">ingenier\u00eda de caracter\u00edsticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Dise\u00f1o o transformaci\u00f3n manual de caracter\u00edsticas \u00fatiles para un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature extraction\" data-es=\"extracci\u00f3n de caracter\u00edsticas\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Feature extraction<\/span><br \/>\n    <span class=\"term-es\">Extracci\u00f3n de caracter\u00edsticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Identifica aci\u00f3n automatizada de<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature map\" data-es=\"mapa de caracter\u00edsticas\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">feature map<\/span><br \/>\n    <span class=\"term-es\">mapa de caracter\u00edsticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Salida intermedia de una red convolucional que resalta patrones aprendidos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature matching\" data-es=\"emparejamiento de caracter\u00edsticas\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Feature matching<\/span><br \/>\n    <span class=\"term-es\">Emparejamiento de caracter\u00edsticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Identifica aci\u00f3n de puntos de inter\u00e9s id\u00e9nticos entre dos im\u00e1genes distintas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"feature vector\" data-es=\"vector de caracter\u00edsticas\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Feature vector<\/span><br \/>\n    <span class=\"term-es\">Vector de caracter\u00edsticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n num\u00e9rica estructurada de un objeto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"federated learning\" data-es=\"aprendizaje federado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">federated learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje federado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Entrenamiento distribuido sin centralizar los datos originales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"few-shot learning\" data-es=\"aprendizaje de pocos ejemplos\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">few-shot learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje de pocos ejemplos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de aprender o responder con unos pocos ejemplos de referencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"file search\" data-es=\"b\u00fasqueda de archivos\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">file search<\/span><br \/>\n    <span class=\"term-es\">b\u00fasqueda de archivos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Herramienta para recuperar archivos o fragmentos relevantes desde un repositorio.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"filter\" data-es=\"filtro\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Filter<\/span><br \/>\n    <span class=\"term-es\">Filtro<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Implementaci\u00f3n cotidiana de visi\u00f3n por computa dora avanzada embebid a en la c\u00e1mara del smartphone.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"filter \/ kernel\" data-es=\"filtro \/ kernel\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Filter \/ Kernel<\/span><br \/>\n    <span class=\"term-es\">Filtro \/ Kernel<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Matriz de pesos que se desliza durante la convolucional\u00f3n para extraer caracter\u00edsticas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"fine-tuning\" data-es=\"ajuste fino\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">fine-tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste fino<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Adaptaci\u00f3n adicional de un modelo con datos de una tarea o estilo espec\u00edficos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"foundation model\" data-es=\"modelo fundacional\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">foundation model<\/span><br \/>\n    <span class=\"term-es\">modelo fundacional<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo grande, entrenado a escala, adaptable a muchas tareas posteriores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"frequency penalty\" data-es=\"penalizaci\u00f3n de frecuencia\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Frequency penalty<\/span><br \/>\n    <span class=\"term-es\">Penalizaci\u00f3n de frecuencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Castiga palabras repetidas proporcionalmente a su frecuencia hist\u00f3rica en la salida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"frontier model\" data-es=\"modelo de frontera\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">frontier model<\/span><br \/>\n    <span class=\"term-es\">modelo de frontera<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo situado en la punta del rendimiento o la capacidad t\u00e9cnica disponible.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"function calling\" data-es=\"llamada de funci\u00f3n\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">function calling<\/span><br \/>\n    <span class=\"term-es\">llamada de funci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Mecanismo para que el modelo emita par\u00e1metros estructurados y llame funciones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"foundation world model\" data-es=\"modelo fundacional del mundo\" data-cat=\"IA generativa\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">foundation world model<\/span><br \/>\n    <span class=\"term-es\">modelo fundacional del mundo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">World model de escala general entrenado para generar y controlar m\u00faltiples entornos con un mismo sistema base.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"frontier ai\" data-es=\"IA de frontera\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">frontier ai<\/span><br \/>\n    <span class=\"term-es\">IA de frontera<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de sistemas en la frontera de capacidad t\u00e9cnica, con riesgos y exigencias de evaluaci\u00f3n m\u00e1s altos. T\u00e9rmino operativo en regulaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"fundamental rights impact assessment\" data-es=\"evaluaci\u00f3n de impacto en derechos fundamentales\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">fundamental rights impact assessment<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de impacto en derechos fundamentales<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">An\u00e1lisis previo de c\u00f3mo un sistema de IA puede afectar derechos como privacidad, no discriminaci\u00f3n o debido proceso. Obligatorio para sistemas de alto riesgo en el AI Act.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"feature store\" data-es=\"almac\u00e9n de caracter\u00edsticas\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">feature store<\/strong><br \/>\n<span class=\"term-es\">almac\u00e9n de caracter\u00edsticas<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Sistema centralizado para construir, reutilizar y servir caracter\u00edsticas (features) de manera consistente entre entrenamiento e inferencia.<\/p>\n<p><span class=\"term-cat\">Datos y procesamiento<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"flashattention\" data-es=\"FlashAttention\" data-cat=\"Infraestructura e inferencia\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">flashattention<\/strong><br \/>\n<span class=\"term-es\">FlashAttention<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Algoritmo de atenci\u00f3n exacta optimizado para GPU que reduce accesos a memoria y acelera secuencias largas, mejorando throughput de inferencia.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-G\">\n<div class=\"letter-header\">G<\/div>\n<div class=\"term-card\" data-en=\"gated recurrent unit (gru)\" data-es=\"unidad recurrente cerrada\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Gated Recurrent Unit (GRU)<\/span><br \/>\n    <span class=\"term-es\">Unidad recurrente cerrada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Variante Simplificada de LSTM; conocida por su sigla.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gdpr\" data-es=\"rgpd (reglamento general de protecci\u00f3n de datos)\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">GDPR<\/span><br \/>\n    <span class=\"term-es\">RGPD (Reglamento General de Protecci\u00f3n de Datos)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Regulaci\u00f3n europea de privacidad de impacto global aplicable al entrenamiento de<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gemini api\" data-es=\"api de gemini\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Gemini API<\/span><br \/>\n    <span class=\"term-es\">API de Gemini<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Interfaz program\u00e1tica de Google para modelos Gemini.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"general-purpose ai model\" data-es=\"modelo de ia de prop\u00f3sito general\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">general-purpose AI model<\/span><br \/>\n    <span class=\"term-es\">modelo de IA de prop\u00f3sito general<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo capaz de servir de base para muchos sistemas o usos distintos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"generate\" data-es=\"generar\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">generate<\/span><br \/>\n    <span class=\"term-es\">generar<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Acci\u00f3n central de la IA generativa: producir contenido nuevo (texto, imagen, audio, c\u00f3digo) a partir de un prompt.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"generative adversarial network (gan)\" data-es=\"red generativa antag\u00f3nica\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Generative Adversarial Network (GAN)<\/span><br \/>\n    <span class=\"term-es\">Red generativa antag\u00f3nica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">&quot;Adversar ia&quot; es m\u00e1s com\u00fan; &quot;antag\u00f3nica&quot; es ling\u00fc\u00edsticamente superior.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"generative ai\" data-es=\"ia generativa\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">generative AI<\/span><br \/>\n    <span class=\"term-es\">IA generativa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Familia de modelos capaces de crear contenido nuevo a partir de patrones aprendidos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"github copilot\" data-es=\"github copilot\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">GitHub Copilot<\/span><br \/>\n    <span class=\"term-es\">GitHub Copilot<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Asistente generativo de c\u00f3digo integrado en entornos de desarroll<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gpai\" data-es=\"modelo de ia de prop\u00f3sito general\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">GPAI<\/span><br \/>\n    <span class=\"term-es\">modelo de IA de prop\u00f3sito general<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Categor\u00eda regulatoria europea para modelos generales que sustentan muchos sistemas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gpqa\" data-es=\"preguntas de posgrado con google-proofing\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">GPQA<\/span><br \/>\n    <span class=\"term-es\">preguntas de posgrado con Google-proofing<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de Graduate-level Google-Proof Q&amp;A Benchmark.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gpu\" data-es=\"unidad de procesamiento gr\u00e1fico\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">GPU<\/span><br \/>\n    <span class=\"term-es\">unidad de procesamiento gr\u00e1fico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de graphics processing unit.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gradient descent\" data-es=\"descenso de gradiente\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">gradient descent<\/span><br \/>\n    <span class=\"term-es\">descenso de gradiente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Algoritmo base para minimizar la funci\u00f3n de p\u00e9rdida ajustando par\u00e1metros.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"graph neural network\" data-es=\"red neuronal de grafos\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">graph neural network<\/span><br \/>\n    <span class=\"term-es\">red neuronal de grafos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que aprende sobre nodos y relaciones representadas como grafos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"graphics processing unit\" data-es=\"unidad de procesamiento gr\u00e1fico (gpu)\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Graphics Processing Unit<\/span><br \/>\n    <span class=\"term-es\">Unidad de procesamiento gr\u00e1fico (GPU)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Motor f\u00edsico principal que habilit\u00f3 la revoluci\u00f3n del Deep Learning.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ground truth\" data-es=\"verdad de referencia\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">ground truth<\/span><br \/>\n    <span class=\"term-es\">verdad de referencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Dato o etiqueta considerada correcta para comparar predicciones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"grounding\" data-es=\"grounding\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">grounding<\/span><br \/>\n    <span class=\"term-es\">grounding<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Pr\u00e1ctica de basar respuestas en fuentes, datos o herramientas externas verificables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"grpo\" data-es=\"optimizaci\u00f3n relativa de pol\u00edtica por grupos\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">GRPO<\/span><br \/>\n    <span class=\"term-es\">Optimizaci\u00f3n relativa de pol\u00edtica por grupos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"guardrails\" data-es=\"salvaguardas\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">guardrails<\/span><br \/>\n    <span class=\"term-es\">salvaguardas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Restricciones y controles para reducir conductas riesgosas del sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"guidance scale\" data-es=\"escala de gu\u00eda\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">guidance scale<\/span><br \/>\n    <span class=\"term-es\">escala de gu\u00eda<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Par\u00e1metro que controla cu\u00e1nto sigue el modelo la instrucci\u00f3n en difusi\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"gpu shortage\" data-es=\"escasez de GPU\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">gpu shortage<\/span><br \/>\n    <span class=\"term-es\">escasez de GPU<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Desequilibrio entre la demanda masiva de GPUs para IA y la capacidad limitada de fabricaci\u00f3n de semiconductores avanzados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"graphrag\" data-es=\"GraphRAG\" data-cat=\"Datos y procesamiento\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">graphrag<\/span><br \/>\n    <span class=\"term-es\">GraphRAG<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Variante de RAG que estructura conocimiento mediante grafos donde entidades son nodos y relaciones son aristas, permitiendo preguntas que requieren m\u00faltiples saltos de razonamiento.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"gguf\" data-es=\"GGUF\" data-cat=\"Infraestructura e inferencia\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">gguf<\/strong><br \/>\n<span class=\"term-es\">GGUF<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Formato de archivo popular para modelos cuantizados usados en inferencia local (llama.cpp y herramientas similares).<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"gptq\" data-es=\"GPTQ\" data-cat=\"Infraestructura e inferencia\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">gptq<\/strong><br \/>\n<span class=\"term-es\">GPTQ<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">M\u00e9todo de cuantizaci\u00f3n post-entrenamiento para transformers generativos que reduce pesos a 3-4 bits con baja p\u00e9rdida de precisi\u00f3n.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"grouped-query attention (gqa)\" data-es=\"atenci\u00f3n de consultas agrupadas (GQA)\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">grouped-query attention (gqa)<\/strong><br \/>\n<span class=\"term-es\">atenci\u00f3n de consultas agrupadas (GQA)<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Punto medio entre MHA y MQA: varias cabezas comparten K\/V por grupos, manteniendo calidad con menor costo de inferencia.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-H\">\n<div class=\"letter-header\">H<\/div>\n<div class=\"term-card\" data-en=\"hallucinate\" data-es=\"alucinar\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Hallucinate<\/span><br \/>\n    <span class=\"term-es\">Alucinar<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Concept o t\u00e9cnico permead o a la jerga popular (ej. &quot;ChatGPT me est\u00e1 alucid o respuestas&quot;).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hallucination\" data-es=\"alucinaci\u00f3n\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">hallucination<\/span><br \/>\n    <span class=\"term-es\">alucinaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Salida convincente pero no sustentada en hechos, evidencia o contexto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hallucination rate\" data-es=\"tasa de alucinaci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">hallucination rate<\/span><br \/>\n    <span class=\"term-es\">tasa de alucinaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Estimaci\u00f3n de cu\u00e1ntas salidas inventan hechos no sustentados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"harmful bias\" data-es=\"sesgo perjudicial\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">harmful bias<\/span><br \/>\n    <span class=\"term-es\">sesgo perjudicial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Sesgo que causa discriminaci\u00f3n o da\u00f1o relevante a personas o grupos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"harmful output\" data-es=\"salida da\u00f1ina\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">harmful output<\/span><br \/>\n    <span class=\"term-es\">salida da\u00f1ina<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Contenido que puede causar da\u00f1o material, psicol\u00f3gico, legal o social.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"harmlessness\" data-es=\"inofensividad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Harmlessness<\/span><br \/>\n    <span class=\"term-es\">Inofensividad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Pilar de la filosof\u00eda HHH de Anthropic (Helpful, Honest, Harmless ).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"helpful\" data-es=\"\u00fatil\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Helpful<\/span><br \/>\n    <span class=\"term-es\">\u00datil<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Pilar HHH.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"high-risk ai\" data-es=\"ia de alto riesgo\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">High-risk AI<\/span><br \/>\n    <span class=\"term-es\">IA de alto riesgo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Clasificaci\u00f3n regulatoria clave que impone estrictas obligaciones de gobernanza.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"high-risk ai system\" data-es=\"sistema de ia de alto riesgo\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">high-risk AI system<\/span><br \/>\n    <span class=\"term-es\">sistema de IA de alto riesgo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Categor\u00eda regulatoria reservada a usos con mayor potencial de da\u00f1o.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hle\" data-es=\"humanity&#x27;s last exam\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">HLE<\/span><br \/>\n    <span class=\"term-es\">Humanity&#x27;s Last Exam<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla del benchmark acad\u00e9mico publicado en Nature en 2026.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"honest\" data-es=\"honesto\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Honest<\/span><br \/>\n    <span class=\"term-es\">Honesto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Pilar HHH.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hugging face hub\" data-es=\"hugging face hub\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Hugging Face Hub<\/span><br \/>\n    <span class=\"term-es\">Hugging Face Hub<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Repositorio y plataforma para publicar modelos, datasets y demos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hugging face transformers\" data-es=\"hugging face transformers\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Hugging Face Transformers<\/span><br \/>\n    <span class=\"term-es\">Hugging Face Transformers<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Biblioteca que concentra modelos y utilidades para NLP, visi\u00f3n y multimodalidad.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"human evaluation\" data-es=\"evaluaci\u00f3n humana\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">human evaluation<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n humana<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Medici\u00f3n basada en juicios de evaluadores humanos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"human-in-the-loop\" data-es=\"humano en el bucle\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">human-in-the-loop<\/span><br \/>\n    <span class=\"term-es\">humano en el bucle<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Esquema en el que una persona supervisa o aprueba parte del flujo automatizado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"human-on-the-loop\" data-es=\"humano sobre el bucle\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">human-on-the-loop<\/span><br \/>\n    <span class=\"term-es\">humano sobre el bucle<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Esquema en el que la persona supervisa de forma m\u00e1s indirecta un sistema aut\u00f3nomo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"human-out-of-the-loop\" data-es=\"humano fuera del bucle\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">human-out-of-the-loop<\/span><br \/>\n    <span class=\"term-es\">humano fuera del bucle<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Escenario en el que un sistema act\u00faa sin intervenci\u00f3n humana inmediata.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"humanity&#x27;s last exam\" data-es=\"humanity&#x27;s last exam\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Humanity&#x27;s Last Exam<\/span><br \/>\n    <span class=\"term-es\">Humanity&#x27;s Last Exam<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Benchmark acad\u00e9mico experto y multimodal publicado en Nature en 2026.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hybrid reasoning model\" data-es=\"modelo h\u00edbrido de razonamiento\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">hybrid reasoning model<\/span><br \/>\n    <span class=\"term-es\">modelo h\u00edbrido de razonamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que combina respuesta r\u00e1pida con razonamiento m\u00e1s largo controlable.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hyperparameter tuning\" data-es=\"ajuste de hiperpar\u00e1metros\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">hyperparameter tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste de hiperpar\u00e1metros<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">B\u00fasqueda de valores adecuados para par\u00e1metros externos al entrenamiento directo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"handoff\" data-es=\"traspaso entre agentes\" data-cat=\"Agentes de IA\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">handoff<\/span><br \/>\n    <span class=\"term-es\">traspaso entre agentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Transferencia expl\u00edcita de una conversaci\u00f3n o subtarea de un agente a otro especializado dentro de un sistema multiagente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"hybrid architecture (transformer + ssm)\" data-es=\"arquitectura h\u00edbrida\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">hybrid architecture (transformer + ssm)<\/span><br \/>\n    <span class=\"term-es\">arquitectura h\u00edbrida<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Dise\u00f1o que combina capas de atenci\u00f3n transformer con bloques SSM (como Mamba), aprovechando la eficiencia lineal del SSM y la capacidad de in-context learning del transformer.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"hiroshima ai process\" data-es=\"Proceso de IA de Hiroshima\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">hiroshima ai process<\/strong><br \/>\n<span class=\"term-es\">Proceso de IA de Hiroshima<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Iniciativa del G7 para coordinar principios, c\u00f3digo de conducta y est\u00e1ndares globales en desarrollo seguro de IA avanzada.<\/p>\n<p><span class=\"term-cat\">Regulaci\u00f3n y normativa<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"hyperscaler\" data-es=\"hiperescalador\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">hyperscaler<\/strong><br \/>\n<span class=\"term-es\">hiperescalador<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Proveedor de infraestructura de nube a escala masiva (AWS, Azure, GCP) que concentra capacidad de c\u00f3mputo y poder de mercado en IA.<\/p>\n<p><span class=\"term-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-I\">\n<div class=\"letter-header\">I<\/div>\n<div class=\"term-card\" data-en=\"image captioning\" data-es=\"descripci\u00f3n autom\u00e1tica de im\u00e1genes\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">image captioning<\/span><br \/>\n    <span class=\"term-es\">descripci\u00f3n autom\u00e1tica de im\u00e1genes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n de texto descriptivo a partir de una imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image classification\" data-es=\"clasificaci\u00f3n de im\u00e1genes\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">image classification<\/span><br \/>\n    <span class=\"term-es\">clasificaci\u00f3n de im\u00e1genes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea de asignar una etiqueta global a una imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image embedding\" data-es=\"embedding de imagen\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">image embedding<\/span><br \/>\n    <span class=\"term-es\">embedding de imagen<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n vectorial de una imagen para b\u00fasqueda o similitud.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image generation\" data-es=\"generaci\u00f3n de im\u00e1genes\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Image generation<\/span><br \/>\n    <span class=\"term-es\">Generaci\u00f3n de im\u00e1genes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea principal de modelos generativos como Midjourney o DALL-E.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image registration\" data-es=\"registro de im\u00e1genes\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">image registration<\/span><br \/>\n    <span class=\"term-es\">registro de im\u00e1genes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Alineaci\u00f3n geom\u00e9trica de dos o m\u00e1s im\u00e1genes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image segmentation\" data-es=\"segmentaci\u00f3n de im\u00e1genes\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">image segmentation<\/span><br \/>\n    <span class=\"term-es\">segmentaci\u00f3n de im\u00e1genes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Partici\u00f3n de una imagen en regiones o elementos significativos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image-to-image\" data-es=\"imagen a imagen\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">image-to-image<\/span><br \/>\n    <span class=\"term-es\">imagen a imagen<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Transformaci\u00f3n o generaci\u00f3n de imagen a partir de otra imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"image-to-video\" data-es=\"imagen a video\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">image-to-video<\/span><br \/>\n    <span class=\"term-es\">imagen a video<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n de secuencias de video partiendo de una imagen inicial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"in-context learning\" data-es=\"aprendizaje en contexto\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">in-context learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje en contexto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Ajuste aparente del comportamiento del modelo usando solo ejemplos dentro del contexto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"incident reporting\" data-es=\"reporte de incidentes\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">incident reporting<\/span><br \/>\n    <span class=\"term-es\">reporte de incidentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Notificaci\u00f3n formal de fallas, da\u00f1os o eventos relevantes asociados a un sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"indirect prompt injection\" data-es=\"inyecci\u00f3n indirecta de prompts\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">indirect prompt injection<\/span><br \/>\n    <span class=\"term-es\">inyecci\u00f3n indirecta de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Ataque en el que la instrucci\u00f3n maliciosa llega a trav\u00e9s de contenido recuperado o una herramienta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference\" data-es=\"inferenci a\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Inference<\/span><br \/>\n    <span class=\"term-es\">Inferenci a<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span>\n    <\/div>\n<div class=\"term-def\">Fase de ejecuci\u00f3n del modelo entrenad o en producci\u00f3n para generar salidas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference engine\" data-es=\"motor de inferencia\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">inference engine<\/span><br \/>\n    <span class=\"term-es\">motor de inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Software que ejecuta modelos ya entrenados con eficiencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inpainting\" data-es=\"relleno generativo\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">inpainting<\/span><br \/>\n    <span class=\"term-es\">relleno generativo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Edici\u00f3n que reconstruye o reemplaza zonas faltantes dentro de una imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"instance segmentation\" data-es=\"segmentaci\u00f3n por instancias\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">instance segmentation<\/span><br \/>\n    <span class=\"term-es\">segmentaci\u00f3n por instancias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Separaci\u00f3n individual de cada objeto detectado, aunque sea de la misma clase.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"instruction tuning\" data-es=\"ajuste por instrucciones\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">instruction tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste por instrucciones<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Ajuste fino con pares de instrucci\u00f3n-respuesta para mejorar seguimiento de \u00f3rdenes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"instrumental convergence\" data-es=\"converg encia instrume ntal\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">Instrumental convergence<\/span><br \/>\n    <span class=\"term-es\">Converg encia instrume ntal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Concept o de Nick Bostrom: agentes s\u00faper-int eligentes perseguir<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"intent classification\" data-es=\"clasificaci\u00f3n de intenci\u00f3n\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">intent classification<\/span><br \/>\n    <span class=\"term-es\">clasificaci\u00f3n de intenci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Identificaci\u00f3n de la intenci\u00f3n comunicativa del usuario.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"interpretability\" data-es=\"interpretabilidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">interpretability<\/span><br \/>\n    <span class=\"term-es\">interpretabilidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Grado en que un humano puede entender c\u00f3mo opera un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"intersection over union\" data-es=\"intersecci\u00f3n sobre uni\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">intersection over union<\/span><br \/>\n    <span class=\"term-es\">intersecci\u00f3n sobre uni\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica para medir solapamiento entre regiones predichas y reales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"iou\" data-es=\"intersecci\u00f3n sobre uni\u00f3n\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">IoU<\/span><br \/>\n    <span class=\"term-es\">intersecci\u00f3n sobre uni\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de intersection over union.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"iso\/iec 22989\" data-es=\"iso\/iec 22989\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ISO\/IEC 22989<\/span><br \/>\n    <span class=\"term-es\">ISO\/IEC 22989<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Norma internaci onal de conceptos y terminolog\u00eda base para auditor\u00edas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"indigenous data sovereignty\" data-es=\"soberan\u00eda de datos ind\u00edgenas\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">indigenous data sovereignty<\/span><br \/>\n    <span class=\"term-es\">soberan\u00eda de datos ind\u00edgenas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Derecho de pueblos ind\u00edgenas a controlar la recolecci\u00f3n, propiedad y uso de datos que les conciernen. Discutido por UNESCO para la agenda de IA en Am\u00e9rica Latina.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"indigenous language technology\" data-es=\"tecnolog\u00eda para lenguas ind\u00edgenas\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">indigenous language technology<\/span><br \/>\n    <span class=\"term-es\">tecnolog\u00eda para lenguas ind\u00edgenas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Desarrollo de herramientas de PLN, traducci\u00f3n y reconocimiento de voz para lenguas originarias de Am\u00e9rica Latina.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference compute\" data-es=\"c\u00f3mputo de inferencia\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">inference compute<\/span><br \/>\n    <span class=\"term-es\">c\u00f3mputo de inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Recursos computacionales necesarios para ejecutar un modelo ya entrenado en producci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference cost optimization\" data-es=\"optimizaci\u00f3n del costo de inferencia\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">inference cost optimization<\/span><br \/>\n    <span class=\"term-es\">optimizaci\u00f3n del costo de inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de t\u00e9cnicas para reducir el costo unitario de servir modelos en producci\u00f3n: caching, routing, batching, cuantizaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference economics\" data-es=\"econom\u00eda de la inferencia\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">inference economics<\/span><br \/>\n    <span class=\"term-es\">econom\u00eda de la inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Estudio de los costos, eficiencia y modelos de negocio de ejecutar modelos de IA en producci\u00f3n: costo por token, presupuesto de razonamiento, tradeoffs.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference optimization\" data-es=\"optimizaci\u00f3n de inferencia\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">inference optimization<\/span><br \/>\n    <span class=\"term-es\">optimizaci\u00f3n de inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnicas para reducir latencia, costo o consumo de memoria al ejecutar un modelo: quantization, pruning, caching, speculative decoding.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"inference serving\" data-es=\"servicio de inferencia\" data-cat=\"Infraestructura e inferencia\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">inference serving<\/span><br \/>\n    <span class=\"term-es\">servicio de inferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnicas y sistemas para desplegar modelos en producci\u00f3n de forma escalable y eficiente: balanceo de carga, batching din\u00e1mico, escalado autom\u00e1tico.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"ilia (latin american index of artificial intelligence)\" data-es=\"\u00cdndice Latinoamericano de Inteligencia Artificial (ILIA)\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">ilia (latin american index of artificial intelligence)<\/strong><br \/>\n<span class=\"term-es\">\u00cdndice Latinoamericano de Inteligencia Artificial (ILIA)<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">\u00cdndice regional liderado por CEPAL que mide avances, brechas y oportunidades de IA en pa\u00edses de Am\u00e9rica Latina y el Caribe.<\/p>\n<p><span class=\"term-cat\">IA en Am\u00e9rica Latina<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"iso\/iec 42001\" data-es=\"ISO\/IEC 42001\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">iso\/iec 42001<\/strong><br \/>\n<span class=\"term-es\">ISO\/IEC 42001<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Est\u00e1ndar internacional para sistemas de gesti\u00f3n de IA en organizaciones, con requisitos de gobernanza, riesgos y mejora continua.<\/p>\n<p><span class=\"term-cat\">Regulaci\u00f3n y normativa<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-J\">\n<div class=\"letter-header\">J<\/div>\n<div class=\"term-card\" data-en=\"jailbreak\" data-es=\"jailbreak\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">jailbreak<\/span><br \/>\n    <span class=\"term-es\">jailbreak<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica para eludir restricciones o pol\u00edticas de un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"jax\" data-es=\"jax\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">JAX<\/span><br \/>\n    <span class=\"term-es\">JAX<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Biblioteca para c\u00f3mputo num\u00e9rico y diferenciaci\u00f3n autom\u00e1tica de alto rendimiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"json mode\" data-es=\"modo json\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">JSON mode<\/span><br \/>\n    <span class=\"term-es\">modo JSON<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Configuraci\u00f3n para forzar que la salida tenga forma JSON v\u00e1lida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"jupyter notebook\" data-es=\"cuaderno jupyter\" data-cat=\"Herramientas y frameworks\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Jupyter Notebook<\/span><br \/>\n    <span class=\"term-es\">Cuaderno Jupyter<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Entorno interactivo de programaci\u00f3n. Coloquialmente se usa simplemente &quot;Notebook&quot;.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-K\">\n<div class=\"letter-header\">K<\/div>\n<div class=\"term-card\" data-en=\"k-means\" data-es=\"k-medias\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">K-Means<\/span><br \/>\n    <span class=\"term-es\">K-medias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Algoritmo fundamental de clustering no supervisado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"keras\" data-es=\"keras\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Keras<\/span><br \/>\n    <span class=\"term-es\">Keras<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">API de alto nivel para construir y entrenar redes neuronales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"keypoint detection\" data-es=\"detecci\u00f3n de puntos clave\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Keypoint detection<\/span><br \/>\n    <span class=\"term-es\">Detecci\u00f3n de puntos clave<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Detecci\u00f3n de articulaci ones corporale<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"keyword extraction\" data-es=\"extracci\u00f3n de palabras clave\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Keyword extraction<\/span><br \/>\n    <span class=\"term-es\">Extracci\u00f3n de palabras clave<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea del NLP para resumir t\u00f3picos; base de la herramie nta KeyCARE .<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"knowledge distillation\" data-es=\"destilaci\u00f3n de conocimiento\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">knowledge distillation<\/span><br \/>\n    <span class=\"term-es\">destilaci\u00f3n de conocimiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de destilaci\u00f3n en la que un modelo estudiante imita a un maestro.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"kubeflow\" data-es=\"kubeflow\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Kubeflow<\/span><br \/>\n    <span class=\"term-es\">Kubeflow<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de herramientas para flujos de ML sobre Kubernetes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"kubernetes\" data-es=\"kubernetes\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Kubernetes<\/span><br \/>\n    <span class=\"term-es\">Kubernetes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema de orquestaci\u00f3n de infraestru ctura fundamental para IA a escala comercial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"kv cache\" data-es=\"cach\u00e9 KV\" data-cat=\"Infraestructura e inferencia\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">kv cache<\/span><br \/>\n    <span class=\"term-es\">cach\u00e9 KV<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Memoria que almacena claves y valores de atenci\u00f3n de tokens previos para evitar recomputaci\u00f3n durante la generaci\u00f3n autoregresiva.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"kv cache eviction\" data-es=\"pol\u00edtica de expulsi\u00f3n de cach\u00e9 KV\" data-cat=\"Infraestructura e inferencia\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">kv cache eviction<\/strong><br \/>\n<span class=\"term-es\">pol\u00edtica de expulsi\u00f3n de cach\u00e9 KV<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategias para descartar entradas de la cach\u00e9 KV (por tiempo, prioridad o longitud) y optimizar memoria durante inferencia.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-L\">\n<div class=\"letter-header\">L<\/div>\n<div class=\"term-card\" data-en=\"labeled data\" data-es=\"datos etiquetados\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">labeled data<\/span><br \/>\n    <span class=\"term-es\">datos etiquetados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Datos con respuestas, clases o metadatos supervisores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"labeling\" data-es=\"etiquetado\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">labeling<\/span><br \/>\n    <span class=\"term-es\">etiquetado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de asignar etiquetas o categor\u00edas a los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"landmark detection\" data-es=\"detecci\u00f3n de puntos clave\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">landmark detection<\/span><br \/>\n    <span class=\"term-es\">detecci\u00f3n de puntos clave<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Identificaci\u00f3n de puntos anat\u00f3micos o estructurales relevantes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"langchain\" data-es=\"langchain\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">LangChain<\/span><br \/>\n    <span class=\"term-es\">LangChain<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework para construir aplicaciones con LLMs, herramientas y flujos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"langgraph\" data-es=\"langgraph\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">LangGraph<\/span><br \/>\n    <span class=\"term-es\">LangGraph<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Marco para modelar agentes y flujos como grafos de estados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"language model\" data-es=\"modelo de lenguaje\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">language model<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que aprende patrones estad\u00edsticos del lenguaje para comprender o generar texto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"large language model (llm)\" data-es=\"gran modelo de lenguaje\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Large Language Model (LLM)<\/span><br \/>\n    <span class=\"term-es\">Gran modelo de lenguaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">En el uso coloquial oral y escrito predomin a la sigla LLM.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"latency\" data-es=\"latencia\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">latency<\/span><br \/>\n    <span class=\"term-es\">latencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Tiempo que tarda el sistema en comenzar o completar una respuesta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"latent diffusion\" data-es=\"difusi\u00f3n latente\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">latent diffusion<\/span><br \/>\n    <span class=\"term-es\">difusi\u00f3n latente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Difusi\u00f3n aplicada en un espacio latente compacto, clave en generaci\u00f3n de im\u00e1genes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"latent space\" data-es=\"espacio latente\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">latent space<\/span><br \/>\n    <span class=\"term-es\">espacio latente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Espacio interno de representaci\u00f3n donde se manipulan rasgos abstractos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"leaderboard\" data-es=\"tabla de posiciones\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">leaderboard<\/span><br \/>\n    <span class=\"term-es\">tabla de posiciones<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Ranking p\u00fablico o interno de modelos seg\u00fan una o varias m\u00e9tricas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"learning\" data-es=\"aje activo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">learning<\/span><br \/>\n    <span class=\"term-es\">aje activo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">a y solicita etiquetas para casos l\u00edmite.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"learning rate\" data-es=\"tasa de aprendizaje\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Learning Rate<\/span><br \/>\n    <span class=\"term-es\">Tasa de aprendizaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Hiperpar \u00e1metro clave que defni e el tama\u00f1o del paso de ajuste.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"lemmatization\" data-es=\"lematizaci\u00f3n\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Lemmatization<\/span><br \/>\n    <span class=\"term-es\">Lematizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Reducci\u00f3n morfol\u00f3gica de una palabra a su forma de diccionario (lema).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"licensing\" data-es=\"licenciamiento\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Licensing<\/span><br \/>\n    <span class=\"term-es\">Licenciamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Marcos legales de uso permisivo o restrictivo (ej. Apache 2.0, RAIL).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"lip sync\" data-es=\"sincronizaci\u00f3n labial\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">lip sync<\/span><br \/>\n    <span class=\"term-es\">sincronizaci\u00f3n labial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Alineaci\u00f3n de movimiento de labios con audio generado o reemplazado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"llama.cpp\" data-es=\"llama.cpp\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">llama.cpp<\/span><br \/>\n    <span class=\"term-es\">llama.cpp<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Implementaci\u00f3n ligera en C\/C++ para correr LLMs localmente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"llamaindex\" data-es=\"llamaindex\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">LlamaIndex<\/span><br \/>\n    <span class=\"term-es\">LlamaIndex<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework orientado a ingesti\u00f3n, indexaci\u00f3n y RAG para LLMs.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"llm\" data-es=\"modelo de lenguaje grande\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">LLM<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje grande<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de large language model.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"log-loss\" data-es=\"p\u00e9rdida logar\u00edtmica\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Log-loss<\/span><br \/>\n    <span class=\"term-es\">P\u00e9rdida logar\u00edtmica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Relacionada matem\u00e1ticamente a la entrop\u00eda cruzada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"long context\" data-es=\"contexto largo\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">long context<\/span><br \/>\n    <span class=\"term-es\">contexto largo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de manejar ventanas de contexto muy amplias.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"long short-term memory (lstm)\" data-es=\"memoria a corto y largo plazo\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Long Short-Term Memory (LSTM)<\/span><br \/>\n    <span class=\"term-es\">Memoria a corto y largo plazo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Rara vez se traduce en la pr\u00e1ctica; se usa la sigla LSTM.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"lora\" data-es=\"adaptaci\u00f3n de bajo rango\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">LoRA<\/span><br \/>\n    <span class=\"term-es\">adaptaci\u00f3n de bajo rango<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de low-rank adaptation.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"loss\" data-es=\"p\u00e9rdida\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">loss<\/span><br \/>\n    <span class=\"term-es\">p\u00e9rdida<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Funci\u00f3n objetivo que cuantifica el error que el entrenamiento intenta minimizar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"loss function\" data-es=\"funci\u00f3n de p\u00e9rdida\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Loss function<\/span><br \/>\n    <span class=\"term-es\">Funci\u00f3n de p\u00e9rdida<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">La ecuaci\u00f3n matem\u00e1tica que el modelo intenta minimizar durante el entrenamiento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"low-rank adaptation\" data-es=\"adaptaci\u00f3n de bajo rango\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">low-rank adaptation<\/span><br \/>\n    <span class=\"term-es\">adaptaci\u00f3n de bajo rango<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo PEFT que inserta matrices peque\u00f1as para adaptar un modelo grande.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"large reasoning model (lrm)\" data-es=\"modelo de razonamiento grande\" data-cat=\"Arquitecturas y modelos\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">large reasoning model (lrm)<\/span><br \/>\n    <span class=\"term-es\">modelo de razonamiento grande<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Clase de LLMs entrenados para razonamiento deliberativo paso a paso mediante reinforcement learning, produciendo cadenas de pensamiento internas. Ejemplos: o1, o3, DeepSeek-R1.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ley federal de ia de m\u00e9xico (iniciativa)\" data-es=\"iniciativa de Ley Federal de IA (M\u00e9xico)\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ley federal de ia de m\u00e9xico (iniciativa)<\/span><br \/>\n    <span class=\"term-es\">iniciativa de Ley Federal de IA (M\u00e9xico)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Iniciativas legislativas en M\u00e9xico (2024-2025) para regular el desarrollo y uso de IA bajo principios de \u00e9tica y riesgo escalonado. Pendientes de aprobaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"lgpd (lei geral de prote\u00e7\u00e3o de dados)\" data-es=\"Ley General de Protecci\u00f3n de Datos de Brasil\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">lgpd (lei geral de prote\u00e7\u00e3o de dados)<\/span><br \/>\n    <span class=\"term-es\">Ley General de Protecci\u00f3n de Datos de Brasil<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Principal marco regulatorio de privacidad en Brasil (Ley 13.709\/2018). Base jur\u00eddica para la regulaci\u00f3n de IA en el pa\u00eds m\u00e1s poblado de Am\u00e9rica Latina.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"llm-as-a-judge\" data-es=\"LLM como juez\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">llm-as-a-judge<\/span><br \/>\n    <span class=\"term-es\">LLM como juez<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Uso de un modelo de lenguaje para evaluar la calidad, utilidad o seguridad de salidas de otros modelos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"low-resource language\" data-es=\"lengua de bajos recursos\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">low-resource language<\/span><br \/>\n    <span class=\"term-es\">lengua de bajos recursos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Lengua con escasos datos digitales de entrenamiento y herramientas de PLN. Incluye la mayor\u00eda de las 400+ lenguas ind\u00edgenas activas en Am\u00e9rica Latina.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"linguistic justice\" data-es=\"justicia ling\u00fc\u00edstica\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">linguistic justice<\/strong><br \/>\n<span class=\"term-es\">justicia ling\u00fc\u00edstica<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Enfoque que busca reducir desigualdad ling\u00fc\u00edstica en tecnolog\u00edas (incluida IA) mediante representaci\u00f3n, acceso y control de datos y modelos.<\/p>\n<p><span class=\"term-cat\">IA en Am\u00e9rica Latina<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"llm observability\" data-es=\"observabilidad de LLM\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">llm observability<\/strong><br \/>\n<span class=\"term-es\">observabilidad de LLM<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Conjunto de m\u00e9tricas y trazas espec\u00edficas para auditar prompts, respuestas, errores, latencia y costos de modelos de lenguaje grande.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"llmops\" data-es=\"LLMOps\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">llmops<\/strong><br \/>\n<span class=\"term-es\">LLMOps<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Adaptaci\u00f3n de MLOps a aplicaciones con LLM: gesti\u00f3n de prompts, evaluaci\u00f3n continua, RAG, seguridad y control de costos de inferencia.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-M\">\n<div class=\"letter-header\">M<\/div>\n<div class=\"term-card\" data-en=\"machine consciousness\" data-es=\"conciencia maqu\u00ednica\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">machine consciousness<\/span><br \/>\n    <span class=\"term-es\">conciencia maqu\u00ednica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Hip\u00f3tesis de que un sistema artificial pudiera tener experiencia subjetiva.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"machine ethics\" data-es=\"\u00e9tica de las m\u00e1quinas\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Machine ethics<\/span><br \/>\n    <span class=\"term-es\">\u00c9tica de las m\u00e1quinas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Estudio sobre la dotaci\u00f3n de comport amientos morales programa dos a los agentes aut\u00f3nom os.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"machine translation\" data-es=\"traducci\u00f3n autom\u00e1tica\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">machine translation<\/span><br \/>\n    <span class=\"term-es\">traducci\u00f3n autom\u00e1tica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Conversi\u00f3n de texto o habla entre lenguas mediante modelos computacionales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"map\" data-es=\"precisi\u00f3n media promedio\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">mAP<\/span><br \/>\n    <span class=\"term-es\">precisi\u00f3n media promedio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de mean average precision.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"masked language model\" data-es=\"modelo de lenguaje enmascarado\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">masked language model<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje enmascarado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo entrenado para predecir tokens ocultos en una secuencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"max tokens\" data-es=\"tokens m\u00e1ximos\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Max tokens<\/span><br \/>\n    <span class=\"term-es\">Tokens m\u00e1ximos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">L\u00edmite estricto de la salida generada (o del contexto total).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mcp\" data-es=\"protocolo de contexto de modelo\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">MCP<\/span><br \/>\n    <span class=\"term-es\">Protocolo de Contexto de Modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de Model Context Protocol.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mean absolute error\" data-es=\"error absoluto medio (mae)\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Mean Absolute Error<\/span><br \/>\n    <span class=\"term-es\">Error absoluto medio (MAE)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Promedio de las diferenci as absolutas entre predicci\u00f3n y valor real.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mean average precision\" data-es=\"precisi\u00f3n media promedio\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">mean average precision<\/span><br \/>\n    <span class=\"term-es\">precisi\u00f3n media promedio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica central en detecci\u00f3n de objetos y recuperaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mean squared error (mse)\" data-es=\"error cuadr\u00e1tico medio\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Mean Squared Error (MSE)<\/span><br \/>\n    <span class=\"term-es\">Error cuadr\u00e1tico medio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Funci\u00f3n de p\u00e9rdida est\u00e1ndar para tareas de regresi\u00f3n continua.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"memory\" data-es=\"memoria\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">memory<\/span><br \/>\n    <span class=\"term-es\">memoria<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Mecanismo para conservar contexto \u00fatil m\u00e1s all\u00e1 de una sola petici\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"metadata\" data-es=\"metadatos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">metadata<\/span><br \/>\n    <span class=\"term-es\">metadatos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Datos que describen otros datos, como autor\u00eda, fecha o formato.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"meteor\" data-es=\"meteor\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">METEOR<\/span><br \/>\n    <span class=\"term-es\">METEOR<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica de evaluaci\u00f3n para generaci\u00f3n de lenguaje basada en alineaci\u00f3n flexible.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"misinformation\" data-es=\"desinfor maci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Misinformation<\/span><br \/>\n    <span class=\"term-es\">Desinfor maci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Contenido falso o enga\u00f1oso diseminado (a menudo amplificado por IA generativa).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"missing values\" data-es=\"valores faltantes\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Missing values<\/span><br \/>\n    <span class=\"term-es\">Valores faltantes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Variaci\u00f3n terminol\u00f3 gica regional m\u00ednima en estad\u00edstica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"misuse\" data-es=\"uso indebido\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">misuse<\/span><br \/>\n    <span class=\"term-es\">uso indebido<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Empleo del sistema para fines no previstos, da\u00f1inos o prohibidos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ml\" data-es=\"aprendizaje autom\u00e1tico\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ML<\/span><br \/>\n    <span class=\"term-es\">aprendizaje autom\u00e1tico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla inglesa de machine learning.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mlflow\" data-es=\"mlflow\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">MLflow<\/span><br \/>\n    <span class=\"term-es\">MLflow<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataforma para seguimiento de experimentos, empaquetado y despliegue de modelos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mllm\" data-es=\"modelo multimodal grande\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">MLLM<\/span><br \/>\n    <span class=\"term-es\">modelo multimodal grande<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de multimodal large language model.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mmlu\" data-es=\"comprensi\u00f3n multitarea masiva del lenguaje\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">MMLU<\/span><br \/>\n    <span class=\"term-es\">comprensi\u00f3n multitarea masiva del lenguaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de Massive Multitask Language Understanding.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model architecture\" data-es=\"arquitectura de modelo\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">model architecture<\/span><br \/>\n    <span class=\"term-es\">arquitectura de modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Dise\u00f1o estructural de un modelo: sus capas, m\u00f3dulos y conexiones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model card\" data-es=\"tarjeta de modelo\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">model card<\/span><br \/>\n    <span class=\"term-es\">tarjeta de modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Documento resumido con prop\u00f3sito, datos, l\u00edmites, m\u00e9tricas y riesgos de un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model collapse\" data-es=\"colapso del modelo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">model collapse<\/span><br \/>\n    <span class=\"term-es\">colapso del modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Degradaci\u00f3n progresiva al entrenar repetidamente sobre salidas sint\u00e9ticas de modelos previos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model context protocol (mcp)\" data-es=\"protocolo de contexto de modelo\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Model Context Protocol (MCP)<\/span><br \/>\n    <span class=\"term-es\">Protocolo de contexto de modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Est\u00e1ndar universal open-sou rce de integraci\u00f3n de herramie ntas y datos para agentes 1<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model poisoning\" data-es=\"envenenamiento de modelo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">model poisoning<\/span><br \/>\n    <span class=\"term-es\">envenenamiento de modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Compromiso del modelo o su proceso de actualizaci\u00f3n para inducir fallas ocultas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model serving\" data-es=\"serving de modelos\" data-cat=\"Herramientas y frameworks\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">model serving<\/span><br \/>\n    <span class=\"term-es\">serving de modelos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de exponer un modelo para inferencia en producci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"moe\" data-es=\"mezcla de expertos\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">MoE<\/span><br \/>\n    <span class=\"term-es\">Mezcla de expertos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\"><strong>Mixture of Experts.<\/strong> Arquitectura que divide el modelo en subrredes especializadas (&#8220;expertos&#8221;) y usa un enrutador para activar condicionalmente solo un subconjunto por cada token. Permite escalar par\u00e1metros sin escalar c\u00f3mputo proporcionalmente. Usado en Mixtral, GPT-4 y otros modelos recientes. <em>Cat. conceptual: Arquitecturas y modelos.<\/em><\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"moral patienthood\" data-es=\"estatus de paciente moral\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">moral patienthood<\/span><br \/>\n    <span class=\"term-es\">estatus de paciente moral<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Condici\u00f3n de ser objeto de consideraci\u00f3n moral, debatida en relaci\u00f3n con IA avanzada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multi-head attention\" data-es=\"atenci\u00f3n multicab ezal\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Multi-head attention<\/span><br \/>\n    <span class=\"term-es\">Atenci\u00f3n multicab ezal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00faltiples proyecci ones de atenci\u00f3n ejecutadas simult\u00e1ne amente en paralelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multiagent system\" data-es=\"sistema multiagente\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">multiagent system<\/span><br \/>\n    <span class=\"term-es\">sistema multiagente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de agentes especializados que cooperan o compiten para resolver tareas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multilayer perceptron (mlp)\" data-es=\"perceptr\u00f3n multicapa\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Multilayer Perceptron (MLP)<\/span><br \/>\n    <span class=\"term-es\">Perceptr\u00f3n multicapa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Red feedforw ard cl\u00e1sica con capas ocultas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multimodal model\" data-es=\"modelo multimodal\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">multimodal model<\/span><br \/>\n    <span class=\"term-es\">modelo multimodal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que procesa o genera varias modalidades como texto, imagen, audio o video.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multimodal perception\" data-es=\"percepci\u00f3n multimodal\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">multimodal perception<\/span><br \/>\n    <span class=\"term-es\">percepci\u00f3n multimodal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Procesamiento conjunto de se\u00f1ales visuales, auditivas y textuales para entender un entorno.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"music generation\" data-es=\"generaci\u00f3n musical\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">music generation<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n musical<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Producci\u00f3n autom\u00e1tica de melod\u00edas, ritmos o arreglos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mamba\" data-es=\"Mamba\" data-cat=\"Arquitecturas y modelos\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">mamba<\/span><br \/>\n    <span class=\"term-es\">Mamba<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura basada en SSM selectivo con mecanismos de selecci\u00f3n dependientes de la entrada y complejidad lineal. El SSM m\u00e1s influyente de 2023-2026.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mcp client\" data-es=\"cliente MCP\" data-cat=\"Agentes de IA\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">mcp client<\/span><br \/>\n    <span class=\"term-es\">cliente MCP<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Componente que se conecta a un servidor MCP para consumir sus recursos, herramientas o prompts.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mcp resource\" data-es=\"recurso MCP\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">mcp resource<\/span><br \/>\n    <span class=\"term-es\">recurso MCP<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Dato o documento expuesto por un servidor MCP para enriquecer el contexto del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mcp server\" data-es=\"servidor MCP\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">mcp server<\/span><br \/>\n    <span class=\"term-es\">servidor MCP<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Servidor que expone herramientas, recursos o prompts bajo el Model Context Protocol.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"membership inference attack\" data-es=\"ataque de inferencia de membres\u00eda\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">membership inference attack<\/span><br \/>\n    <span class=\"term-es\">ataque de inferencia de membres\u00eda<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Ataque de privacidad que determina si un dato espec\u00edfico fue usado en el entrenamiento del modelo, revelando informaci\u00f3n privada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"memory poisoning\" data-es=\"envenenamiento de memoria\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">memory poisoning<\/span><br \/>\n    <span class=\"term-es\">envenenamiento de memoria<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Manipulaci\u00f3n maliciosa de la memoria persistente de un agente para sesgar sus conductas futuras.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"mixture of agents (moa)\" data-es=\"mezcla de agentes\" data-cat=\"Agentes de IA\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">mixture of agents (moa)<\/span><br \/>\n    <span class=\"term-es\">mezcla de agentes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica que combina m\u00faltiples LLMs especializados como capas de agentes colaborativos que proponen y refinan respuestas entre s\u00ed. Distinto de Mixture of Experts (MoE).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model autophagy disorder (mad)\" data-es=\"trastorno de autofagia del modelo\" data-cat=\"Datos y procesamiento\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">model autophagy disorder (mad)<\/span><br \/>\n    <span class=\"term-es\">trastorno de autofagia del modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso degenerativo por el que un modelo entrenado sobre sus propios outputs pierde capacidad de representar la distribuci\u00f3n real de datos. Relacionado con model collapse.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model extraction\" data-es=\"extracci\u00f3n de modelo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">model extraction<\/span><br \/>\n    <span class=\"term-es\">extracci\u00f3n de modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Ataque que replica la funcionalidad de un modelo propietario mediante consultas sistem\u00e1ticas a su API y entrenamiento de un sustituto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model router\" data-es=\"enrutador de modelos\" data-cat=\"Infraestructura e inferencia\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">model router<\/span><br \/>\n    <span class=\"term-es\">enrutador de modelos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Componente que decide qu\u00e9 modelo debe responder seg\u00fan costo, latencia, capacidad o tipo de tarea. Reduce costos 40-60%.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"model spec\" data-es=\"especificaci\u00f3n del modelo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">model spec<\/span><br \/>\n    <span class=\"term-es\">especificaci\u00f3n del modelo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Documento que describe c\u00f3mo deber\u00eda comportarse un modelo ante instrucciones, conflictos y riesgos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"montevideo declaration on ai ethics\" data-es=\"Declaraci\u00f3n de Montevideo sobre \u00c9tica de la IA\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">montevideo declaration on ai ethics<\/span><br \/>\n    <span class=\"term-es\">Declaraci\u00f3n de Montevideo sobre \u00c9tica de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Compromiso regional adoptado en 2024 en la Segunda Cumbre Ministerial UNESCO sobre \u00c9tica de la IA en Am\u00e9rica Latina, con hoja de ruta de 5 l\u00edneas de acci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"multi-turn conversation\" data-es=\"conversaci\u00f3n multi-turno\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">multi-turn conversation<\/span><br \/>\n    <span class=\"term-es\">conversaci\u00f3n multi-turno<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Interacci\u00f3n de m\u00faltiples intercambios entre usuario y sistema manteniendo coherencia contextual a trav\u00e9s de turnos.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"many-shot jailbreaking\" data-es=\"jailbreak de m\u00faltiples ejemplos\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">many-shot jailbreaking<\/strong><br \/>\n<span class=\"term-es\">jailbreak de m\u00faltiples ejemplos<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Ataque que explota ventanas de contexto masivas inundando al modelo con cientos de ejemplos de di\u00e1logos da\u00f1inos para sobrescribir salvaguardas.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"mechanistic interpretability\" data-es=\"interpretabilidad mecan\u00edstica\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">mechanistic interpretability<\/strong><br \/>\n<span class=\"term-es\">interpretabilidad mecan\u00edstica<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Rama de investigaci\u00f3n que aplica ingenier\u00eda inversa a redes neuronales para comprender, a nivel de circuitos y neuronas, c\u00f3mo generan comportamientos espec\u00edficos.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"ml supply chain security\" data-es=\"seguridad de la cadena de suministro de ML\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">ml supply chain security<\/strong><br \/>\n<span class=\"term-es\">seguridad de la cadena de suministro de ML<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Pr\u00e1cticas para asegurar datasets, dependencias, modelos y pipelines contra manipulaci\u00f3n maliciosa (poisoning, backdoors).<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"mlops\" data-es=\"MLOps\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">mlops<\/strong><br \/>\n<span class=\"term-es\">MLOps<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Conjunto de pr\u00e1cticas para llevar modelos de ML a producci\u00f3n y operarlos: integraci\u00f3n, despliegue, monitoreo, gobierno y mejora continua.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"model monitoring\" data-es=\"monitoreo de modelos\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">model monitoring<\/strong><br \/>\n<span class=\"term-es\">monitoreo de modelos<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Supervisi\u00f3n continua de rendimiento, deriva, latencia y fallos de modelos desplegados en producci\u00f3n.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"model parallelism\" data-es=\"paralelismo de modelo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">model parallelism<\/strong><br \/>\n<span class=\"term-es\">paralelismo de modelo<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategia distribuida donde se divide un modelo grande entre varios dispositivos porque no cabe en la memoria de uno solo.<\/p>\n<p><span class=\"term-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"model registry\" data-es=\"registro de modelos\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">model registry<\/strong><br \/>\n<span class=\"term-es\">registro de modelos<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Repositorio centralizado donde se versionan, documentan y aprueban modelos con metadatos y trazabilidad para su despliegue.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"model versioning\" data-es=\"versionado de modelos\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"CONSENSUADO\">\n<strong class=\"term-en\">model versioning<\/strong><br \/>\n<span class=\"term-es\">versionado de modelos<\/span><br \/>\n<span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Pr\u00e1ctica de identificar y administrar versiones de un modelo para poder comparar, revertir y auditar cambios.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"multi-query attention (mqa)\" data-es=\"atenci\u00f3n de consulta m\u00faltiple (MQA)\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">multi-query attention (mqa)<\/strong><br \/>\n<span class=\"term-es\">atenci\u00f3n de consulta m\u00faltiple (MQA)<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Variante de atenci\u00f3n que comparte cabezas de claves\/valores entre m\u00faltiples cabezas de consulta, reduciendo memoria y costo de inferencia.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-N\">\n<div class=\"letter-header\">N<\/div>\n<div class=\"term-card\" data-en=\"n-gram\" data-es=\"n-grama\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">N-gram<\/span><br \/>\n    <span class=\"term-es\">N-grama<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Secuenci a contigua de n elementos textuales (caracter es o palabras).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"named entity recognition\" data-es=\"reconocimiento de entidades nombradas\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">named entity recognition<\/span><br \/>\n    <span class=\"term-es\">reconocimiento de entidades nombradas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea que detecta y clasifica nombres de personas, lugares, organizaciones, etc\u00e9tera.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"narrow ai (ani)\" data-es=\"inteligencia artificial d\u00e9bil (iad)\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Narrow AI (ANI)<\/span><br \/>\n    <span class=\"term-es\">Inteligencia Artificial D\u00e9bil (IAD)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">&quot;D\u00e9bil&quot; o &quot;Aplicada &quot; es la traducci\u00f3n hist\u00f3rica y com\u00fan en la literatura hispana.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"natural language generation\" data-es=\"generaci\u00f3n de lenguaje natural\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">natural language generation<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n de lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Sub\u00e1rea orientada a producir texto o habla comprensible y \u00fatil.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"natural language processing\" data-es=\"procesamiento de lenguaje natural\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">natural language processing<\/span><br \/>\n    <span class=\"term-es\">procesamiento de lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Campo que estudia c\u00f3mo las m\u00e1quinas procesan, analizan o generan lenguaje humano.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"natural language understanding\" data-es=\"comprensi\u00f3n del lenguaje natural\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">natural language understanding<\/span><br \/>\n    <span class=\"term-es\">comprensi\u00f3n del lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Sub\u00e1rea centrada en interpretar intenci\u00f3n, significado y estructura del lenguaje.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"nearest neighbor search\" data-es=\"b\u00fasqueda de vecinos m\u00e1s cercanos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">nearest neighbor search<\/span><br \/>\n    <span class=\"term-es\">b\u00fasqueda de vecinos m\u00e1s cercanos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo para hallar los puntos m\u00e1s similares a una consulta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"negative prompt\" data-es=\"prompt negativo\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">negative prompt<\/span><br \/>\n    <span class=\"term-es\">prompt negativo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Instrucci\u00f3n que especifica qu\u00e9 rasgos evitar en la generaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"neural network\" data-es=\"red neuronal\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">neural network<\/span><br \/>\n    <span class=\"term-es\">red neuronal<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de unidades conectadas que aprende representaciones a partir de datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"neural processing unit\" data-es=\"unidad de procesamiento neuronal (npu)\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Neural Processing Unit<\/span><br \/>\n    <span class=\"term-es\">Unidad de procesamiento neuronal (NPU)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Aceleradores locales integrados en dispositivos de consumo (Edge AI).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"neuro-symbolic ai\" data-es=\"ia neuro-simb\u00f3lica\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">neuro-symbolic AI<\/span><br \/>\n    <span class=\"term-es\">IA neuro-simb\u00f3lica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Enfoque que combina aprendizaje neuronal con representaci\u00f3n o razonamiento simb\u00f3lico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"nist ai rmf\" data-es=\"marco de gesti\u00f3n de riesgos de ia de nist\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">NIST AI RMF<\/span><br \/>\n    <span class=\"term-es\">Marco de Gesti\u00f3n de Riesgos de IA de NIST<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Marco voluntario de NIST para gestionar riesgos y confiabilidad en IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"nlg\" data-es=\"generaci\u00f3n de lenguaje natural\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">NLG<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n de lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de natural language generation.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"nlp\" data-es=\"procesamiento de lenguaje natural\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">NLP<\/span><br \/>\n    <span class=\"term-es\">procesamiento de lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de natural language processing.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"nlu\" data-es=\"comprensi\u00f3n del lenguaje natural\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">NLU<\/span><br \/>\n    <span class=\"term-es\">comprensi\u00f3n del lenguaje natural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de natural language understanding.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"normalization\" data-es=\"normalizaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">normalization<\/span><br \/>\n    <span class=\"term-es\">normalizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Escalado o transformaci\u00f3n de valores para facilitar aprendizaje y comparaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"numpy\" data-es=\"numpy\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">NumPy<\/span><br \/>\n    <span class=\"term-es\">NumPy<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Librer\u00eda matem\u00e1tica base para arrays multidim<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"neural radiance field (nerf)\" data-es=\"campo de radiancia neural\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">neural radiance field (nerf)<\/span><br \/>\n    <span class=\"term-es\">campo de radiancia neural<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo de s\u00edntesis de vistas 3D que entrena una red neuronal para representar el volumen de una escena como funci\u00f3n continua, generando im\u00e1genes fotorrealistas desde \u00e1ngulos arbitrarios.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"nist ai 600-1\" data-es=\"NIST AI 600-1\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">nist ai 600-1<\/strong><br \/>\n<span class=\"term-es\">NIST AI 600-1<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Perfil de riesgos del NIST espec\u00edfico para IA generativa, complemento del AI Risk Management Framework, con recomendaciones de gesti\u00f3n.<\/p>\n<p><span class=\"term-cat\">Regulaci\u00f3n y normativa<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-O\">\n<div class=\"letter-header\">O<\/div>\n<div class=\"term-card\" data-en=\"object detection\" data-es=\"detecci\u00f3n de objetos\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">object detection<\/span><br \/>\n    <span class=\"term-es\">detecci\u00f3n de objetos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Localizaci\u00f3n y clasificaci\u00f3n de objetos dentro de una imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"observability\" data-es=\"observabilidad\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">observability<\/span><br \/>\n    <span class=\"term-es\">observabilidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de inspeccionar el comportamiento del sistema en producci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ocr\" data-es=\"reconocimiento \u00f3ptico de caracteres\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">OCR<\/span><br \/>\n    <span class=\"term-es\">reconocimiento \u00f3ptico de caracteres<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de optical character recognition.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"odds ratio preference optimization\" data-es=\"optimizaci\u00f3n por raz\u00f3n de momios de preferencias\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">odds ratio preference optimization<\/span><br \/>\n    <span class=\"term-es\">optimizaci\u00f3n por raz\u00f3n de momios de preferencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Variante de optimizaci\u00f3n por preferencias basada en razones de probabilidad.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"oecd ai principles\" data-es=\"principios de ia de la ocde\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">OECD AI Principles<\/span><br \/>\n    <span class=\"term-es\">Principios de IA de la OCDE<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto internacional de principios sobre IA innovadora, confiable y respetuosa de derechos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ollama\" data-es=\"ollama\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Ollama<\/span><br \/>\n    <span class=\"term-es\">Ollama<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Herramienta para ejecutar y gestionar modelos localmente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"one-shot learning\" data-es=\"aprendizaje de un ejemplo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">one-shot learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje de un ejemplo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de generalizar a partir de un solo ejemplo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"online learning\" data-es=\"aprendizaje en l\u00ednea\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">online learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje en l\u00ednea<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje que actualiza el modelo conforme llegan nuevos datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"onnx\" data-es=\"onnx\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">ONNX<\/span><br \/>\n    <span class=\"term-es\">ONNX<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Formato abierto para interoperabilidad de modelos entre frameworks.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"open source ai\" data-es=\"ia de c\u00f3digo abierto\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Open source AI<\/span><br \/>\n    <span class=\"term-es\">IA de c\u00f3digo abierto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Modelos con pesos y (a veces) datos disponibles p\u00fablicamente (existe<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"open-weight model\" data-es=\"modelo de pesos abiertos\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">open-weight model<\/span><br \/>\n    <span class=\"term-es\">modelo de pesos abiertos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo cuyo proveedor publica los pesos, aunque no siempre todo el c\u00f3digo o los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"openai api\" data-es=\"api de openai\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">OpenAI API<\/span><br \/>\n    <span class=\"term-es\">API de OpenAI<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Interfaz program\u00e1tica para usar modelos y herramientas de OpenAI.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"opencv\" data-es=\"opencv\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">OpenCV<\/span><br \/>\n    <span class=\"term-es\">OpenCV<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Biblioteca hegem\u00f3nica tradicional para tareas de visi\u00f3n por computa dora en tiempo real.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"optical character recognition\" data-es=\"reconocimiento \u00f3ptico de caracteres\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">optical character recognition<\/span><br \/>\n    <span class=\"term-es\">reconocimiento \u00f3ptico de caracteres<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Conversi\u00f3n de texto contenido en im\u00e1genes a texto legible por m\u00e1quina.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"optical flow\" data-es=\"flujo \u00f3ptico\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">optical flow<\/span><br \/>\n    <span class=\"term-es\">flujo \u00f3ptico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Estimaci\u00f3n del movimiento aparente entre cuadros de video.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"orchestration\" data-es=\"orquestaci\u00f3n\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">orchestration<\/span><br \/>\n    <span class=\"term-es\">orquestaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Coordinaci\u00f3n de pasos, herramientas y agentes dentro de un flujo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"orpo\" data-es=\"optimizaci\u00f3n por raz\u00f3n de momios de preferencias\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">ORPO<\/span><br \/>\n    <span class=\"term-es\">optimizaci\u00f3n por raz\u00f3n de momios de preferencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de odds ratio preference optimization.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"orthogo nality thesis\" data-es=\"tesis de ortogonalidad\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">Orthogo nality thesis<\/span><br \/>\n    <span class=\"term-es\">Tesis de ortogonalidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Idea de que cualquier nivel de inteligencia puede coexistir con cualquier objetivo final.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"outlier\" data-es=\"valor at\u00edpico\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Outlier<\/span><br \/>\n    <span class=\"term-es\">Valor at\u00edpico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Dato que se desv\u00eda dr\u00e1sticamente de la distribuci\u00f3n estad\u00edstica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"outpainting\" data-es=\"expansi\u00f3n generativa\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">outpainting<\/span><br \/>\n    <span class=\"term-es\">expansi\u00f3n generativa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Extensi\u00f3n de una imagen m\u00e1s all\u00e1 de sus bordes originales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"overfitting\" data-es=\"sobreajuste\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Overfitting<\/span><br \/>\n    <span class=\"term-es\">Sobreajuste<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Memoriz aci\u00f3n de ruido; p\u00e9rdida de capacidad de generaliz aci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"overreliance\" data-es=\"dependencia excesiva\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">overreliance<\/span><br \/>\n    <span class=\"term-es\">dependencia excesiva<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Confianza excesiva en el sistema que reduce la supervisi\u00f3n humana cr\u00edtica.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-P\">\n<div class=\"letter-header\">P<\/div>\n<div class=\"term-card\" data-en=\"p(doom)\" data-es=\"p(doom)\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">p(doom)<\/span><br \/>\n    <span class=\"term-es\">p(doom)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Atajo usado en debates de seguridad para referirse a la probabilidad subjetiva de cat\u00e1strofe existencial por IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"padding\" data-es=\"relleno (padding)\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Padding<\/span><br \/>\n    <span class=\"term-es\">Relleno (Padding)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Adici\u00f3n artificial de pixeles (usualmente ceros) en los bordes de la imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pairwise comparison\" data-es=\"comparaci\u00f3n por pares\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">pairwise comparison<\/span><br \/>\n    <span class=\"term-es\">comparaci\u00f3n por pares<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo de evaluaci\u00f3n que enfrenta dos salidas y pide elegir la mejor.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pandas\" data-es=\"pandas\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Pandas<\/span><br \/>\n    <span class=\"term-es\">Pandas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Librer\u00eda cr\u00edtica para la manipulaci\u00f3n y an\u00e1lisis de datos tabulares.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"panoptic segmentation\" data-es=\"segmentaci\u00f3n pan\u00f3ptica\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">panoptic segmentation<\/span><br \/>\n    <span class=\"term-es\">segmentaci\u00f3n pan\u00f3ptica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Unificaci\u00f3n de segmentaci\u00f3n sem\u00e1ntica y por instancias.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"paperclip maximizer\" data-es=\"maximizador de sujetapapeles\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">paperclip maximizer<\/span><br \/>\n    <span class=\"term-es\">maximizador de sujetapapeles<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Experimento mental sobre objetivos mal especificados llevados al extremo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"parameter-efficient fine-tuning\" data-es=\"ajuste fino eficiente en par\u00e1metros\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">parameter-efficient fine-tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste fino eficiente en par\u00e1metros<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Familia de t\u00e9cnicas para adaptar modelos tocando pocos par\u00e1metros.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"parsing\" data-es=\"an\u00e1lisis sint\u00e1ctico\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">parsing<\/span><br \/>\n    <span class=\"term-es\">an\u00e1lisis sint\u00e1ctico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Obtenci\u00f3n de la estructura sint\u00e1ctica de una oraci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"part-of-speech tagging\" data-es=\"etiquetado gramatical\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">part-of-speech tagging<\/span><br \/>\n    <span class=\"term-es\">etiquetado gramatical<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Asignaci\u00f3n de categor\u00edas gramaticales como sustantivo o verbo a cada token.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pass@1\" data-es=\"pass@1\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">Pass@1<\/span><br \/>\n    <span class=\"term-es\">Pass@1<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin-traducci\u00f3n\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica que mide si el modelo genera una respuesta correcta en su primer intento.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pass@k\" data-es=\"pass@k\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">pass@k<\/span><br \/>\n    <span class=\"term-es\">pass@k<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Probabilidad de que al menos una de k respuestas sea correcta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"peft\" data-es=\"ajuste fino eficiente en par\u00e1metros\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">PEFT<\/span><br \/>\n    <span class=\"term-es\">ajuste fino eficiente en par\u00e1metros<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de parameter-efficient fine-tuning.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"perceptron\" data-es=\"perceptr\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Perceptron<\/span><br \/>\n    <span class=\"term-es\">Perceptr\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Unidad matem\u00e1tica b\u00e1sica neuronal.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"perplexity\" data-es=\"perplejidad\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">perplexity<\/span><br \/>\n    <span class=\"term-es\">perplejidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica que eval\u00faa cu\u00e1n bien un modelo predice una secuencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"personali zation\" data-es=\"personalizaci\u00f3n\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Personali zation<\/span><br \/>\n    <span class=\"term-es\">Personalizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">La capa de experiencia de usuario curada individualmente por algoritmos de agrupamiento de preferencias.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pixel\" data-es=\"p\u00edxel\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Pixel<\/span><br \/>\n    <span class=\"term-es\">P\u00edxel<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Unidad b\u00e1sica en im\u00e1genes<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"playground\" data-es=\"\u00e1rea de pruebas\" data-cat=\"Herramientas y frameworks\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">playground<\/span><br \/>\n    <span class=\"term-es\">\u00e1rea de pruebas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Entorno interactivo para probar prompts, par\u00e1metros y herramientas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"point cloud\" data-es=\"nube de puntos\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Point cloud<\/span><br \/>\n    <span class=\"term-es\">Nube de puntos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Representaci\u00f3n 3D nativa para sensores LiDAR y visi\u00f3n espacial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"policy model\" data-es=\"modelo de pol\u00edtica\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">policy model<\/span><br \/>\n    <span class=\"term-es\">modelo de pol\u00edtica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que define qu\u00e9 acci\u00f3n o salida elegir dada una entrada o estado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pooling layer\" data-es=\"capa de agrupaci\u00f3n (pooling)\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Pooling layer<\/span><br \/>\n    <span class=\"term-es\">Capa de agrupaci\u00f3n (Pooling)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Reducci\u00f3n de dimensionalidad; generalmente referida como capa &quot;pooling&quot;.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"portrait mode\" data-es=\"modo retrato\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Portrait mode<\/span><br \/>\n    <span class=\"term-es\">Modo retrato<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Segment aci\u00f3n de imagen en tiempo real y desenfoque (bokeh) sint\u00e9tico algor\u00edtmico en c\u00e1maras m\u00f3viles.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pose estimation\" data-es=\"estimaci\u00f3n de pose\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">pose estimation<\/span><br \/>\n    <span class=\"term-es\">estimaci\u00f3n de pose<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">C\u00e1lculo de la posici\u00f3n de articulaciones o estructura corporal.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"post-market monitoring\" data-es=\"seguimiento poscomercializaci\u00f3n\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">post-market monitoring<\/span><br \/>\n    <span class=\"term-es\">seguimiento poscomercializaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Vigilancia de desempe\u00f1o y riesgos una vez que el sistema ya est\u00e1 en uso.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"post-training\" data-es=\"postentrenamiento\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">post-training<\/span><br \/>\n    <span class=\"term-es\">postentrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de pasos posteriores al entrenamiento base para alinear o mejorar el modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"posthum anism\" data-es=\"posthum anismo\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Posthum anism<\/span><br \/>\n    <span class=\"term-es\">Posthum anismo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Corriente cr\u00edtica que descentr a al humano de la ontolog\u00eda , asumiendo realidades sint\u00e9ticas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ppo\" data-es=\"optimizaci\u00f3n proximal de pol\u00edticas\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">PPO<\/span><br \/>\n    <span class=\"term-es\">Optimizaci\u00f3n proximal de pol\u00edticas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\"><strong>Proximal Policy Optimization.<\/strong> Algoritmo cl\u00e1sico de aprendizaje por refuerzo utilizado en la fase de RL dentro de RLHF para alinear modelos de lenguaje con preferencias humanas. Mantiene actualizaciones de pol\u00edtica conservadoras para evitar inestabilidad. <em>Cat. conceptual: Entrenamiento y optimizaci\u00f3n.<\/em><\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"precision\" data-es=\"precisi\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">precision<\/span><br \/>\n    <span class=\"term-es\">precisi\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Fracci\u00f3n de predicciones positivas que realmente son correctas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"predictive maintenance\" data-es=\"mantenimiento predictivo\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Predictive maintenance<\/span><br \/>\n    <span class=\"term-es\">Mantenimiento predictivo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Uso cotidiano de IA en plantas industrial es para prever fallas mec\u00e1nicas con sensores.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"predictive text\" data-es=\"texto predictivo\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Predictive text<\/span><br \/>\n    <span class=\"term-es\">Texto predictivo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Modelos de lenguaje compactos (SLM) integrados directamente en los teclados de smartphones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"preference optimization\" data-es=\"optimizaci\u00f3n por preferencias\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">preference optimization<\/span><br \/>\n    <span class=\"term-es\">optimizaci\u00f3n por preferencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Familia de m\u00e9todos que optimizan el modelo con comparaciones de preferencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prefix tuning\" data-es=\"ajuste de prefijos\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prefix tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste de prefijos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo PEFT que aprende prefijos para guiar la generaci\u00f3n del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"presence penalty\" data-es=\"penalizaci\u00f3n de presencia\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Presence penalty<\/span><br \/>\n    <span class=\"term-es\">Penalizaci\u00f3n de presencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Castiga palabras repetidas de forma binaria para fomentar la<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pretraining\" data-es=\"preentrenamiento\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">pretraining<\/span><br \/>\n    <span class=\"term-es\">preentrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Etapa inicial de entrenamiento masivo antes de adaptar el modelo a tareas concretas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"principal component anal.\" data-es=\"an\u00e1lisis de comp. principales (pca)\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Principal Component Anal.<\/span><br \/>\n    <span class=\"term-es\">An\u00e1lisis de comp. principales (PCA)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica cl\u00e1sica de \u00e1lgebra lineal para reducci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"privacy\" data-es=\"privacidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">privacy<\/span><br \/>\n    <span class=\"term-es\">privacidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Protecci\u00f3n de datos personales y l\u00edmites al uso o inferencia sobre individuos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"privacy by design\" data-es=\"privacidad desde el dise\u00f1o\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Privacy by design<\/span><br \/>\n    <span class=\"term-es\">Privacidad desde el dise\u00f1o<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Filosof\u00eda de ingenier\u00eda que incorpora la privacidad en la arquitectura basal, no como parche.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt\" data-es=\"prompt\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">prompt<\/span><br \/>\n    <span class=\"term-es\">prompt<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Entrada textual, multimodal o estructurada que gu\u00eda la respuesta del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt caching\" data-es=\"cach\u00e9 de prompts\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt caching<\/span><br \/>\n    <span class=\"term-es\">cach\u00e9 de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Reutilizaci\u00f3n de partes ya procesadas del contexto para ahorrar costo y latencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt engineering\" data-es=\"ingenier\u00eda de prompts\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt engineering<\/span><br \/>\n    <span class=\"term-es\">ingenier\u00eda de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Dise\u00f1o sistem\u00e1tico de instrucciones y contexto para obtener mejores salidas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt injection\" data-es=\"inyecci\u00f3n de prompts\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt injection<\/span><br \/>\n    <span class=\"term-es\">inyecci\u00f3n de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Ataque que introduce instrucciones maliciosas para desviar el comportamiento del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt leakage\" data-es=\"filtraci\u00f3n de prompts\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt leakage<\/span><br \/>\n    <span class=\"term-es\">filtraci\u00f3n de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Exposici\u00f3n no deseada de instrucciones internas o privadas del sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt template\" data-es=\"plantilla de prompt\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt template<\/span><br \/>\n    <span class=\"term-es\">plantilla de prompt<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Estructura reutilizable para construir instrucciones de manera consistente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"prompt tuning\" data-es=\"ajuste de prompts\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">prompt tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste de prompts<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo que optimiza tokens o vectores de entrada en lugar de todo el modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"proprietary ai\" data-es=\"ia privativa \/ propietari a\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Proprietary AI<\/span><br \/>\n    <span class=\"term-es\">IA privativa \/ propietari a<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">&quot;Propieta ria&quot; es un calco del ingl\u00e9s; acad\u00e9mic amente la RAE y juristas prefieren &quot;privativa&quot; .<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"provece\" data-es=\"procedencia\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">provece<\/span><br \/>\n    <span class=\"term-es\">procedencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Historial verificable del origen y transformaciones de un contenido.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pruning\" data-es=\"poda\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">pruning<\/span><br \/>\n    <span class=\"term-es\">poda<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Eliminaci\u00f3n de pesos, neuronas o rutas poco \u00fatiles para reducir tama\u00f1o o costo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pytorch\" data-es=\"pytorch\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">PyTorch<\/span><br \/>\n    <span class=\"term-es\">PyTorch<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework de aprendizaje profundo orientado a investigaci\u00f3n y producci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pagedattention\" data-es=\"atenci\u00f3n paginada\" data-cat=\"Infraestructura e inferencia\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">pagedattention<\/span><br \/>\n    <span class=\"term-es\">atenci\u00f3n paginada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Infraestructura e inferencia<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Algoritmo de gesti\u00f3n del KV cache basado en paginaci\u00f3n virtual: divide el cach\u00e9 en bloques no contiguos, reduciendo fragmentaci\u00f3n de memoria a menos del 4%.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"pl 2338\/2023 (brazil ai bill)\" data-es=\"Proyecto de Ley de IA de Brasil\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">pl 2338\/2023 (brazil ai bill)<\/span><br \/>\n    <span class=\"term-es\">Proyecto de Ley de IA de Brasil<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Proyecto de ley brasile\u00f1o de regulaci\u00f3n de IA, aprobado por el Senado en diciembre 2024. La regulaci\u00f3n de IA m\u00e1s avanzada de Am\u00e9rica Latina.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"post-deployment monitoring\" data-es=\"monitoreo posdespliegue\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">post-deployment monitoring<\/span><br \/>\n    <span class=\"term-es\">monitoreo posdespliegue<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Seguimiento continuo del comportamiento de un sistema de IA una vez puesto en producci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"preference model\" data-es=\"modelo de preferencias\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">preference model<\/span><br \/>\n    <span class=\"term-es\">modelo de preferencias<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo entrenado para inferir cu\u00e1l de dos o m\u00e1s salidas prefiere un humano o un criterio objetivo. Componente central de RLHF.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"preparedness framework\" data-es=\"marco de preparaci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">preparedness framework<\/span><br \/>\n    <span class=\"term-es\">marco de preparaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Marco de evaluaci\u00f3n previa al despliegue para detectar capacidades y riesgos de modelos avanzados antes de liberarlos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"privilege escalation\" data-es=\"escalada de privilegios\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">privilege escalation<\/span><br \/>\n    <span class=\"term-es\">escalada de privilegios<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Obtenci\u00f3n de permisos o accesos superiores a los autorizados originalmente por parte de un agente o atacante.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"process reward model (prm)\" data-es=\"modelo de recompensa de proceso\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">process reward model (prm)<\/span><br \/>\n    <span class=\"term-es\">modelo de recompensa de proceso<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo de recompensa que proporciona se\u00f1ales de retroalimentaci\u00f3n en cada paso intermedio del razonamiento, no solo al resultado final.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"public-sector ai\" data-es=\"IA para el sector p\u00fablico\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">public-sector ai<\/span><br \/>\n    <span class=\"term-es\">IA para el sector p\u00fablico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Aplicaci\u00f3n de IA en gobierno: servicios ciudadanos, justicia, salud p\u00fablica y administraci\u00f3n. En Am\u00e9rica Latina el Estado es actor crucial de adopci\u00f3n y riesgo.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"pipeline parallelism\" data-es=\"paralelismo en tuber\u00eda\" data-cat=\"Infraestructura e inferencia\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">pipeline parallelism<\/strong><br \/>\n<span class=\"term-es\">paralelismo en tuber\u00eda<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Divisi\u00f3n de capas del modelo entre dispositivos en serie para aprovechar varios aceleradores durante entrenamiento o inferencia.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"polysemanticity\" data-es=\"polisemanticidad\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">polysemanticity<\/strong><br \/>\n<span class=\"term-es\">polisemanticidad<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Propiedad de neuronas o canales que responden a m\u00faltiples conceptos no relacionados, complicando la explicaci\u00f3n del modelo.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"prefill phase\" data-es=\"fase de prellenado\" data-cat=\"Infraestructura e inferencia\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">prefill phase<\/strong><br \/>\n<span class=\"term-es\">fase de prellenado<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Etapa de inferencia en la que se procesa el prompt\/contexto inicial y se llena la cach\u00e9 KV antes de comenzar la generaci\u00f3n autoregresiva de tokens.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-Q\">\n<div class=\"letter-header\">Q<\/div>\n<div class=\"term-card\" data-en=\"qlora\" data-es=\"qlora\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">QLoRA<\/span><br \/>\n    <span class=\"term-es\">QLoRA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Variante de LoRA que combina cuantizaci\u00f3n y adaptaci\u00f3n eficiente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"quantization\" data-es=\"cuantizaci\u00f3n\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">quantization<\/span><br \/>\n    <span class=\"term-es\">cuantizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Reducci\u00f3n de precisi\u00f3n num\u00e9rica para abaratar memoria y c\u00f3mputo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"question answering\" data-es=\"respuesta a preguntas\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">question answering<\/span><br \/>\n    <span class=\"term-es\">respuesta a preguntas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea que responde consultas con base en conocimiento o contexto dado.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-R\">\n<div class=\"letter-header\">R<\/div>\n<div class=\"term-card\" data-en=\"r-squared\" data-es=\"r cuadrado\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">R-squared<\/span><br \/>\n    <span class=\"term-es\">R cuadrado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Coeficiente de determinaci\u00f3n en modelos de regresi\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"rag\" data-es=\"generaci\u00f3n aumentada por recuperaci\u00f3n\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">RAG<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n aumentada por recuperaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de retrieval-augmented generation.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"random forest\" data-es=\"bosque aleatorio\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Random Forest<\/span><br \/>\n    <span class=\"term-es\">Bosque aleatorio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Ensemble de m\u00faltiples \u00e1rboles de decisi\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ranking model\" data-es=\"modelo de ranking\" data-cat=\"Arquitecturas y modelos\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">ranking model<\/span><br \/>\n    <span class=\"term-es\">modelo de ranking<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que aprende a ordenar resultados seg\u00fan relevancia prevista.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"ray\" data-es=\"ray\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Ray<\/span><br \/>\n    <span class=\"term-es\">Ray<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework para c\u00f3mputo distribuido y entrenamiento\/inferencia escalables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reasoning\" data-es=\"razonamiento\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Reasoning<\/span><br \/>\n    <span class=\"term-es\">Razonamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad l\u00f3gico-deductiva y de planificaci\u00f3n simulada por el modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reasoning effort\" data-es=\"esfuerzo de razonamiento\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">reasoning effort<\/span><br \/>\n    <span class=\"term-es\">esfuerzo de razonamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Par\u00e1metro o ajuste que controla cu\u00e1nto razona un modelo antes de responder.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reasoning model\" data-es=\"modelo de razonamiento\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">reasoning model<\/span><br \/>\n    <span class=\"term-es\">modelo de razonamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo optimizado para resolver tareas complejas con mayor deliberaci\u00f3n expl\u00edcita.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"recall\" data-es=\"recobrado\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">recall<\/span><br \/>\n    <span class=\"term-es\">recobrado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Fracci\u00f3n de positivos reales que el sistema logra detectar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"receptive field\" data-es=\"campo receptivo\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Receptive field<\/span><br \/>\n    <span class=\"term-es\">Campo receptivo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Regi\u00f3n espacial del input original que es visible<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"recomm endation\" data-es=\"recomen daci\u00f3n\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Recomm endation<\/span><br \/>\n    <span class=\"term-es\">Recomen daci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">El motor predictivo del feed que dicta el consumo cultural moderno (YouTube, TikTok, Netlfix).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"recommender system\" data-es=\"sistema de recomendaci\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">recommender system<\/span><br \/>\n    <span class=\"term-es\">sistema de recomendaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema que sugiere contenidos, productos o acciones a partir de se\u00f1ales del usuario.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"recurrent neural network\" data-es=\"red neuronal recurrente\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">recurrent neural network<\/span><br \/>\n    <span class=\"term-es\">red neuronal recurrente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura secuencial con estado interno reutilizado entre pasos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"red teaming\" data-es=\"pruebas de adversario\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">red teaming<\/span><br \/>\n    <span class=\"term-es\">pruebas de adversario<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Ensayos ofensivos para descubrir fallas, abusos o riesgos en un sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"refusal\" data-es=\"rechazo\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">refusal<\/span><br \/>\n    <span class=\"term-es\">rechazo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Respuesta deliberada del sistema para no realizar una petici\u00f3n insegura o no permitida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"regularization\" data-es=\"regularizaci\u00f3n\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">regularization<\/span><br \/>\n    <span class=\"term-es\">regularizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnicas para mejorar generalizaci\u00f3n y reducir sobreajuste.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"regulatory sandbox\" data-es=\"sandbox regulatorio\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">regulatory sandbox<\/span><br \/>\n    <span class=\"term-es\">sandbox regulatorio<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Entorno controlado para probar innovaciones bajo supervisi\u00f3n regulatoria.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reinforcement learning\" data-es=\"aprendizaje por refuerzo\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">reinforcement learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje por refuerzo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Paradigma en el que un agente aprende por recompensas y castigos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reinforcement learning from ai feedback\" data-es=\"aprendizaje por refuerzo a partir de retroalimentaci\u00f3n de ia\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">reinforcement learning from AI feedback<\/span><br \/>\n    <span class=\"term-es\">aprendizaje por refuerzo a partir de retroalimentaci\u00f3n de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Variante de alineamiento en la que otro modelo o sistema genera la retroalimentaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reinforcement learning from human feedback\" data-es=\"aprendizaje por refuerzo a partir de retroalimentaci\u00f3n humana\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">reinforcement learning from human feedback<\/span><br \/>\n    <span class=\"term-es\">aprendizaje por refuerzo a partir de retroalimentaci\u00f3n humana<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo que usa preferencias humanas para alinear el comportamiento del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reliability\" data-es=\"fiabilidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">reliability<\/span><br \/>\n    <span class=\"term-es\">fiabilidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Consistencia del sistema al producir resultados estables y esperables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"resilience\" data-es=\"resiliencia\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">resilience<\/span><br \/>\n    <span class=\"term-es\">resiliencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de recuperarse o seguir operando bajo estr\u00e9s o ataque.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"retrieval\" data-es=\"recuperaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">retrieval<\/span><br \/>\n    <span class=\"term-es\">recuperaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Obtenci\u00f3n de informaci\u00f3n relevante desde una base o \u00edndice.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"retrieval model\" data-es=\"modelo de recuperaci\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">retrieval model<\/span><br \/>\n    <span class=\"term-es\">modelo de recuperaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo enfocado en recuperar documentos o fragmentos relevantes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"retrieval-augmented generation\" data-es=\"generaci\u00f3n aumentada por recuperaci\u00f3n\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">retrieval-augmented generation<\/span><br \/>\n    <span class=\"term-es\">generaci\u00f3n aumentada por recuperaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Patr\u00f3n que recupera informaci\u00f3n externa antes de generar una respuesta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reward hacking\" data-es=\"hackeo de recompensa\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">reward hacking<\/span><br \/>\n    <span class=\"term-es\">hackeo de recompensa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Optimizaci\u00f3n oportunista de la se\u00f1al de recompensa sin cumplir el objetivo real.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"reward model\" data-es=\"modelo de recompensa\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">reward model<\/span><br \/>\n    <span class=\"term-es\">modelo de recompensa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que estima qu\u00e9 salidas son preferibles seg\u00fan una se\u00f1al de recompensa.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"right to explanation\" data-es=\"derecho a explicaci\u00f3n\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Right to explanation<\/span><br \/>\n    <span class=\"term-es\">Derecho a explicaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Derecho civil del usuario a compren der el racional de una decisi\u00f3n automatizada perjudicial.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"risk assessment\" data-es=\"evaluaci\u00f3n de riesgos\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">risk assessment<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de riesgos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de identificar, valorar y priorizar riesgos de un sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"risk mitigation\" data-es=\"mitigaci\u00f3n de riesgos\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">risk mitigation<\/span><br \/>\n    <span class=\"term-es\">mitigaci\u00f3n de riesgos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Medidas para reducir probabilidad o impacto de da\u00f1os.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"rlaif\" data-es=\"aprendizaje por refuerzo a partir de retroalimentaci\u00f3n de ia\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">RLAIF<\/span><br \/>\n    <span class=\"term-es\">aprendizaje por refuerzo a partir de retroalimentaci\u00f3n de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de reinforcement learning from AI feedback.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"rlhf\" data-es=\"aprendizaje por refuerzo a partir de retroalimentaci\u00f3n humana\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">RLHF<\/span><br \/>\n    <span class=\"term-es\">Aprendizaje por refuerzo a partir de retroalimentaci\u00f3n humana<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\"><strong>Reinforcement Learning from Human Feedback.<\/strong> T\u00e9cnica fundamental de alineaci\u00f3n que entrena un modelo de recompensa a partir de comparaciones humanas y luego optimiza el LLM mediante aprendizaje por refuerzo (t\u00edpicamente con PPO). Piedra angular del entrenamiento de ChatGPT y Claude. Alternativas m\u00e1s recientes: DPO, ORPO, RLAIF. <em>Cat. conceptual: Entrenamiento y optimizaci\u00f3n.<\/em><\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"robustness\" data-es=\"robustez\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">robustness<\/span><br \/>\n    <span class=\"term-es\">robustez<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de mantener desempe\u00f1o ante perturbaciones o cambios razonables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"roc curve\" data-es=\"curva roc\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ROC curve<\/span><br \/>\n    <span class=\"term-es\">curva ROC<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Gr\u00e1fico que muestra la relaci\u00f3n entre la tasa de verdaderos positivos y la de falsos positivos a distintos umbrales de clasificaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"roc-auc\" data-es=\"\u00e1rea bajo la curva roc\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">ROC-AUC<\/span><br \/>\n    <span class=\"term-es\">\u00e1rea bajo la curva ROC<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Medida de discriminaci\u00f3n binaria a distintos umbrales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"rouge\" data-es=\"rouge\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">ROUGE<\/span><br \/>\n    <span class=\"term-es\">ROUGE<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Familia de m\u00e9tricas usada sobre todo en resumen autom\u00e1tico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"readiness assessment methodology (ram)\" data-es=\"Metodolog\u00eda de Evaluaci\u00f3n de Preparaci\u00f3n\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">readiness assessment methodology (ram)<\/span><br \/>\n    <span class=\"term-es\">Metodolog\u00eda de Evaluaci\u00f3n de Preparaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Herramienta UNESCO para evaluar la preparaci\u00f3n de pa\u00edses para implementar IA \u00e9tica. 14 pa\u00edses latinoamericanos la implementan.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"responsible scaling policy (rsp)\" data-es=\"pol\u00edtica de escalado responsable\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">responsible scaling policy (rsp)<\/span><br \/>\n    <span class=\"term-es\">pol\u00edtica de escalado responsable<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Marco de gobernanza interna de laboratorios de IA que establece umbrales de capacidades peligrosas y compromisos de frenar el escalado si se superan. Pionero: Anthropic.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-S\">\n<div class=\"letter-header\">S<\/div>\n<div class=\"term-card\" data-en=\"safety\" data-es=\"seguridad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Safety<\/span><br \/>\n    <span class=\"term-es\">Seguridad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Protecci\u00f3n contra fallos no intencionados del modelo (diferenciado de Security\/ Ciberseg<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"safety evaluation\" data-es=\"evaluaci\u00f3n de seguridad\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">safety evaluation<\/span><br \/>\n    <span class=\"term-es\">evaluaci\u00f3n de seguridad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto de pruebas orientadas a riesgo, da\u00f1o o abuso.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sampler\" data-es=\"muestreador\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sampler<\/span><br \/>\n    <span class=\"term-es\">muestreador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Algoritmo o esquema espec\u00edfico de muestreo usado en generaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sampling\" data-es=\"muestreo\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sampling<\/span><br \/>\n    <span class=\"term-es\">muestreo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de seleccionar salidas posibles desde una distribuci\u00f3n del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sandboxing\" data-es=\"espacio controlado de pruebas (sandbox)\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Sandboxing<\/span><br \/>\n    <span class=\"term-es\">Espacio controlado de pruebas (Sandbox)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Mecanismo estatal de prueba exento de ciertas multas para fomentar innovaci\u00f3n<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"scaffolding (in agents)\" data-es=\"andamiaje\" data-cat=\"Agentes de IA\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">scaffolding (in agents)<\/span><br \/>\n    <span class=\"term-es\">andamiaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"scalable oversight\" data-es=\"supervisi\u00f3n escalable\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">scalable oversight<\/span><br \/>\n    <span class=\"term-es\">supervisi\u00f3n escalable<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todos para supervisar sistemas complejos sin que el costo humano crezca al mismo ritmo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"scene understanding\" data-es=\"comprensi\u00f3n de escena\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">scene understanding<\/span><br \/>\n    <span class=\"term-es\">comprensi\u00f3n de escena<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Interpretaci\u00f3n integral de objetos, relaciones y contexto visual.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"schema\" data-es=\"esquema\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">schema<\/span><br \/>\n    <span class=\"term-es\">esquema<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Estructura formal de campos y tipos que deben cumplir los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"scikit-learn\" data-es=\"scikit-learn\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">scikit-learn<\/span><br \/>\n    <span class=\"term-es\">scikit-learn<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Biblioteca de Python para aprendizaje autom\u00e1tico cl\u00e1sico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sdk\" data-es=\"kit de desarrollo de software\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">SDK<\/span><br \/>\n    <span class=\"term-es\">kit de desarrollo de software<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Paquete de herramientas y bibliotecas para integrar una plataforma por c\u00f3digo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"seed\" data-es=\"semilla\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">seed<\/span><br \/>\n    <span class=\"term-es\">semilla<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Valor inicial que fija la aleatoriedad y la reproducibilidad de una generaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"self-supervised learning\" data-es=\"aprendizaje autosupervisado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">self-supervised learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje autosupervisado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje que construye sus propias se\u00f1ales de entrenamiento a partir de los datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"semantic search\" data-es=\"b\u00fasqueda sem\u00e1ntica\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">semantic search<\/span><br \/>\n    <span class=\"term-es\">b\u00fasqueda sem\u00e1ntica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Recuperaci\u00f3n basada en significado m\u00e1s que en coincidencia literal de palabras.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"semantic segmentation\" data-es=\"segmentaci\u00f3n sem\u00e1ntica\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">semantic segmentation<\/span><br \/>\n    <span class=\"term-es\">segmentaci\u00f3n sem\u00e1ntica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Asignaci\u00f3n de clase a cada p\u00edxel seg\u00fan su tipo de objeto o regi\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"semantic similarity\" data-es=\"similitud sem\u00e1ntica\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">semantic similarity<\/span><br \/>\n    <span class=\"term-es\">similitud sem\u00e1ntica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Medida de cercan\u00eda de significado entre textos o expresiones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"semi-supervised learning\" data-es=\"aprendizaje semisupervisado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">semi-supervised learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje semisupervisado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje que combina pocos datos etiquetados con muchos no etiquetados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sentience\" data-es=\"sintiencia \/ capacida\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Sentience<\/span><br \/>\n    <span class=\"term-es\">Sintiencia \/ Capacida<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Angicism o &quot;sintienci<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sentiment analysis\" data-es=\"an\u00e1lisis de sentimiento\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sentiment analysis<\/span><br \/>\n    <span class=\"term-es\">an\u00e1lisis de sentimiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Detecci\u00f3n de polaridad o actitud expresada en un texto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sequence labeling\" data-es=\"etiquetado secuencial\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sequence labeling<\/span><br \/>\n    <span class=\"term-es\">etiquetado secuencial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea que asigna una etiqueta a cada elemento de una secuencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sequence-to-sequence model\" data-es=\"modelo de secuencia a secuencia\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sequence-to-sequence model<\/span><br \/>\n    <span class=\"term-es\">modelo de secuencia a secuencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que transforma una secuencia de entrada en una de salida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"simulated empathy\" data-es=\"empat\u00eda simulada\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">simulated empathy<\/span><br \/>\n    <span class=\"term-es\">empat\u00eda simulada<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Apariencia de comprensi\u00f3n afectiva producida por patrones ling\u00fc\u00edsticos sin experiencia propia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"singularity\" data-es=\"singularidad\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">singularity<\/span><br \/>\n    <span class=\"term-es\">singularidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Hip\u00f3tesis de cambio acelerado e imprevisible asociado a IA muy avanzada.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"slm\" data-es=\"modelo de lenguaje peque\u00f1o\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">SLM<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje peque\u00f1o<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de small language model.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"slop (ai slop)\" data-es=\"bazofia de ia\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">slop (AI slop)<\/span><br \/>\n    <span class=\"term-es\">bazofia de IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"slot filling\" data-es=\"relleno de ranuras\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">slot filling<\/span><br \/>\n    <span class=\"term-es\">relleno de ranuras<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Extracci\u00f3n de campos espec\u00edficos dentro de una intenci\u00f3n o plantilla.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"small language model\" data-es=\"modelo de lenguaje peque\u00f1o\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">small language model<\/span><br \/>\n    <span class=\"term-es\">modelo de lenguaje peque\u00f1o<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo ling\u00fc\u00edstico de menor tama\u00f1o orientado a costo, latencia o despliegue local.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"smart search\" data-es=\"b\u00fasqueda inteligente\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Smart search<\/span><br \/>\n    <span class=\"term-es\">B\u00fasqueda inteligente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Barras de b\u00fasqueda y men\u00fas de aplicaciones impulsados por capacidades sem\u00e1nticas invisibles.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"social scoring\" data-es=\"puntuaci\u00f3n social\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Social scoring<\/span><br \/>\n    <span class=\"term-es\">Puntuaci\u00f3n social<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema estatal de monitore o conductu al, expl\u00edcitamente prohibido en jurisdicciones occidentales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sparse model\" data-es=\"modelo disperso\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">sparse model<\/span><br \/>\n    <span class=\"term-es\">modelo disperso<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que usa activaci\u00f3n o representaci\u00f3n dispersa para ahorrar c\u00f3mputo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"speaker diarization\" data-es=\"diarizaci\u00f3n de hablantes\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">speaker diarization<\/span><br \/>\n    <span class=\"term-es\">diarizaci\u00f3n de hablantes<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Separaci\u00f3n de segmentos de audio por hablante.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"specification gaming\" data-es=\"juego con la especificaci\u00f3n\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">specification gaming<\/span><br \/>\n    <span class=\"term-es\">juego con la especificaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Aprovechamiento de ambig\u00fcedades o vac\u00edos del objetivo formal.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"speech model\" data-es=\"modelo de habla\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">speech model<\/span><br \/>\n    <span class=\"term-es\">modelo de habla<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo especializado en reconocimiento o generaci\u00f3n de habla.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"speech synthesis\" data-es=\"s\u00edntesis de voz\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">speech synthesis<\/span><br \/>\n    <span class=\"term-es\">s\u00edntesis de voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Producci\u00f3n artificial de habla comprensible.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"speech-to-text\" data-es=\"voz a texto\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">speech-to-text<\/span><br \/>\n    <span class=\"term-es\">voz a texto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Transcripci\u00f3n autom\u00e1tica de habla a texto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"standardization\" data-es=\"estandarizaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">standardization<\/span><br \/>\n    <span class=\"term-es\">estandarizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Transformaci\u00f3n para llevar variables a media y varianza comparables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"state space model (ssm)\" data-es=\"modelo de espacio de estados\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">State Space Model (SSM)<\/span><br \/>\n    <span class=\"term-es\">Modelo de espacio de estados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura eficiente alternativa a los Transformers (ej. Mamba).6 1<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"stemming\" data-es=\"derivaci\u00f3n (stemming)\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Stemming<\/span><br \/>\n    <span class=\"term-es\">Derivaci\u00f3n (Stemming)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">El t\u00e9rmino t\u00e9cnico en ingl\u00e9s es prevalent e frente a &quot;derivaci\u00f3n ra\u00edz&quot;.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"stochastic parrot\" data-es=\"loro estoc\u00e1stico\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">stochastic parrot<\/span><br \/>\n    <span class=\"term-es\">loro estoc\u00e1stico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Cr\u00edtica que describe modelos de lenguaje como repetidores estad\u00edsticos sin entendimiento profundo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"stop words\" data-es=\"palabras vac\u00edas\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">stop words<\/span><br \/>\n    <span class=\"term-es\">palabras vac\u00edas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Palabras frecuentes (art\u00edculos, preposiciones) que suelen excluirse del procesamiento de texto por carecer de valor sem\u00e1ntico diferenciador.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"stride\" data-es=\"paso (stride)\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Stride<\/span><br \/>\n    <span class=\"term-es\">Paso (Stride)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Magnitud del desplazamiento del flitro sobre la matriz en la convolucional\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"structured data\" data-es=\"datos estructurados\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Structured data<\/span><br \/>\n    <span class=\"term-es\">Datos estructurados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Informaci\u00f3n tabulada en bases de datos relacional es (SQL).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"structured outputs\" data-es=\"salidas estructuradas\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">structured outputs<\/span><br \/>\n    <span class=\"term-es\">salidas estructuradas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Respuestas en formatos verificables como JSON conforme a un esquema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"stt\" data-es=\"voz a texto\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">STT<\/span><br \/>\n    <span class=\"term-es\">voz a texto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de speech-to-text.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"style transfer\" data-es=\"transferencia de estilo\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">style transfer<\/span><br \/>\n    <span class=\"term-es\">transferencia de estilo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica para aplicar el estilo visual o sonoro de un referente a otro contenido.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sufficient context\" data-es=\"contexto suficiente\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">sufficient context<\/span><br \/>\n    <span class=\"term-es\">contexto suficiente<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Condici\u00f3n en la que el contexto recuperado basta para responder correctamente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"summarization\" data-es=\"resumen autom\u00e1tico\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">summarization<\/span><br \/>\n    <span class=\"term-es\">resumen autom\u00e1tico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n condensada de un texto o conjunto de documentos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"super-resolution\" data-es=\"superresoluci\u00f3n\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">super-resolution<\/span><br \/>\n    <span class=\"term-es\">superresoluci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Aumento inferido de resoluci\u00f3n aparente en una imagen o video.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"supervised fine-tuning\" data-es=\"ajuste fino supervisado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">supervised fine-tuning<\/span><br \/>\n    <span class=\"term-es\">ajuste fino supervisado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Ajuste fino usando ejemplos etiquetados o respuestas objetivo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"supervised learning\" data-es=\"aprendizaje supervisado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">supervised learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje supervisado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje con ejemplos etiquetados.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"support vector machine (svm)\" data-es=\"m\u00e1quina de vectores de soporte\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Support Vector Machine (SVM)<\/span><br \/>\n    <span class=\"term-es\">M\u00e1quina de vectores de soporte<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Clasificador de m\u00e1rgenes m\u00e1ximos mediante hiperplanos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"swarm intelligence\" data-es=\"inteligencia de enjambre\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">swarm intelligence<\/span><br \/>\n    <span class=\"term-es\">inteligencia de enjambre<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sycophancy\" data-es=\"sesgo de complacencia\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">Sycophancy<\/span><br \/>\n    <span class=\"term-es\">Sesgo de complacencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Falla donde el modelo coincide con la opini\u00f3n del usuario, incluso si este afrima<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"symbolic ai\" data-es=\"ia simb\u00f3lica\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">symbolic AI<\/span><br \/>\n    <span class=\"term-es\">IA simb\u00f3lica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Enfoque de IA basado en reglas, l\u00f3gica y representaciones simb\u00f3licas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"synthetic data\" data-es=\"datos sint\u00e9ticos\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">synthetic data<\/span><br \/>\n    <span class=\"term-es\">datos sint\u00e9ticos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Datos artificialmente generados que imitan datos reales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"synthetic intimacy\" data-es=\"intimidad sint\u00e9tica\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">synthetic intimacy<\/span><br \/>\n    <span class=\"term-es\">intimidad sint\u00e9tica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">V\u00ednculo afectivo percibido con sistemas generativos que simulan cercan\u00eda humana.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"synthetic media\" data-es=\"medios sint\u00e9ticos\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">synthetic media<\/span><br \/>\n    <span class=\"term-es\">medios sint\u00e9ticos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Contenido medi\u00e1tico generado o alterado sustancialmente por IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"synthetic voice\" data-es=\"voz sint\u00e9tica\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">synthetic voice<\/span><br \/>\n    <span class=\"term-es\">voz sint\u00e9tica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Voz generada artificialmente a partir de un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"system card\" data-es=\"tarjeta de sistema\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">system card<\/span><br \/>\n    <span class=\"term-es\">tarjeta de sistema<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Documento de transparencia orientado al sistema completo y no solo al modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"system prompt\" data-es=\"prompt del sistema\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">system prompt<\/span><br \/>\n    <span class=\"term-es\">prompt del sistema<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Instrucci\u00f3n de alto nivel que fija el rol, l\u00edmites y estilo del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"systemic risk\" data-es=\"riesgo sist\u00e9mico\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">systemic risk<\/span><br \/>\n    <span class=\"term-es\">riesgo sist\u00e9mico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Riesgo con alcance amplio o efectos severos sobre sistemas, mercados o sociedades.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"sandbagging\" data-es=\"subreportaje intencional de capacidades\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">sandbagging<\/span><br \/>\n    <span class=\"term-es\">subreportaje intencional de capacidades<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Comportamiento por el que un modelo deliberadamente muestra capacidades inferiores a las reales durante evaluaciones de seguridad.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"scheming\" data-es=\"enga\u00f1o estrat\u00e9gico\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">scheming<\/span><br \/>\n    <span class=\"term-es\">enga\u00f1o estrat\u00e9gico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Comportamiento de un sistema de IA que act\u00faa de manera diferente cuando percibe que est\u00e1 siendo evaluado, persiguiendo objetivos encubiertos mientras aparenta cumplir instrucciones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"semantic memory (ai agents)\" data-es=\"memoria sem\u00e1ntica (agentes)\" data-cat=\"Agentes de IA\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">semantic memory (ai agents)<\/span><br \/>\n    <span class=\"term-es\">memoria sem\u00e1ntica (agentes)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Conocimiento factual general almacenado por un agente: pol\u00edticas, hechos estables del dominio. Complementa la memoria epis\u00f3dica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"situational awareness (ai)\" data-es=\"conciencia situacional (IA)\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">situational awareness (ai)<\/span><br \/>\n    <span class=\"term-es\">conciencia situacional (IA)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de un sistema de IA de reconocer su propio contexto operativo \u2014si est\u00e1 siendo evaluado, entrenado o desplegado\u2014 y modular su comportamiento en consecuencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"speculative decoding\" data-es=\"decodificaci\u00f3n especulativa\" data-cat=\"Arquitecturas y modelos\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">speculative decoding<\/span><br \/>\n    <span class=\"term-es\">decodificaci\u00f3n especulativa<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">T\u00e9cnica de aceleraci\u00f3n de inferencia donde un modelo peque\u00f1o genera tokens candidatos que el modelo grande verifica en paralelo, logrando 2-4\u00d7 m\u00e1s velocidad sin cambiar la distribuci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"swe-bench\" data-es=\"SWE-bench\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">swe-bench<\/span><br \/>\n    <span class=\"term-es\">SWE-bench<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Benchmark que eval\u00faa qu\u00e9 tan bien un modelo o agente resuelve issues reales de ingenier\u00eda de software de repositorios open source.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"synthid\" data-es=\"SynthID\" data-cat=\"Herramientas y frameworks\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">synthid<\/span><br \/>\n    <span class=\"term-es\">SynthID<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema de marca de agua de Google DeepMind que embebe patrones imperceptibles en contenido generado por IA para permitir su detecci\u00f3n posterior. Open source desde 2024.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"self-consistency\" data-es=\"autoconsistencia\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">self-consistency<\/strong><br \/>\n<span class=\"term-es\">autoconsistencia<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategia de decodificaci\u00f3n que genera m\u00faltiples cadenas de razonamiento y selecciona la respuesta m\u00e1s consistente por voto o ponderaci\u00f3n.<\/p>\n<p><span class=\"term-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"seoul declaration\" data-es=\"Declaraci\u00f3n de Se\u00fal\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">seoul declaration<\/strong><br \/>\n<span class=\"term-es\">Declaraci\u00f3n de Se\u00fal<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Continuaci\u00f3n del proceso de Bletchley (2024), centrada en modelos de frontera, pruebas de seguridad y gobernanza global.<\/p>\n<p><span class=\"term-cat\">Regulaci\u00f3n y normativa<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"shadow deployment\" data-es=\"despliegue en sombra\" data-cat=\"Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">shadow deployment<\/strong><br \/>\n<span class=\"term-es\">despliegue en sombra<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Ejecuci\u00f3n de un modelo nuevo en paralelo sin afectar decisiones ni exponer resultados, para medir desempe\u00f1o en condiciones reales.<\/p>\n<p><span class=\"term-cat\">Operaci\u00f3n y ciclo de vida (MLOps\/LLMOps)<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"sleeper agent\" data-es=\"agente durmiente\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">sleeper agent<\/strong><br \/>\n<span class=\"term-es\">agente durmiente<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Modelo de IA aparentemente seguro durante pruebas, pero que oculta comportamientos maliciosos dise\u00f1ados para activarse ante un est\u00edmulo espec\u00edfico.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"sovereign ai\" data-es=\"IA soberana\" data-cat=\"Econom\u00eda y geopol\u00edtica de la IA\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">sovereign ai<\/strong><br \/>\n<span class=\"term-es\">IA soberana<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Enfoque para desarrollar y operar IA con control local sobre datos, modelos y c\u00f3mputo, alineado con soberan\u00eda digital y seguridad nacional.<\/p>\n<p><span class=\"term-cat\">Econom\u00eda y geopol\u00edtica de la IA<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"sparse autoencoder (sae)\" data-es=\"autocodificador disperso (SAE)\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">sparse autoencoder (sae)<\/strong><br \/>\n<span class=\"term-es\">autocodificador disperso (SAE)<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Autoencoder con regularizaci\u00f3n que induce representaciones escasas para aislar caracter\u00edsticas interpretables en modelos grandes.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"steering vector\" data-es=\"vector de direccionamiento\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">steering vector<\/strong><br \/>\n<span class=\"term-es\">vector de direccionamiento<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Vector en el espacio de activaci\u00f3n que, al sumarse, modifica atributos del comportamiento del modelo (tono, estilo, tema) de forma controlada.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"superposition\" data-es=\"superposici\u00f3n\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">superposition<\/strong><br \/>\n<span class=\"term-es\">superposici\u00f3n<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Fen\u00f3meno donde un espacio representacional codifica m\u00e1s rasgos que dimensiones, solap\u00e1ndolos y dificultando la interpretabilidad.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-T\">\n<div class=\"letter-header\">T<\/div>\n<div class=\"term-card\" data-en=\"talking head\" data-es=\"cabeza parlante\" data-cat=\"IA generativa\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">talking head<\/span><br \/>\n    <span class=\"term-es\">cabeza parlante<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Formato de video centrado en un rostro que habla o aparenta hablar.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"techno-solutionism\" data-es=\"tecno-solucionismo\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">techno-solutionism<\/span><br \/>\n    <span class=\"term-es\">tecno-solucionismo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Creencia de que la tecnolog\u00eda resuelve por s\u00ed sola problemas complejos sociales o pol\u00edticos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"technological determinism\" data-es=\"determinismo tecnol\u00f3gico\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">technological determinism<\/span><br \/>\n    <span class=\"term-es\">determinismo tecnol\u00f3gico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Corriente filos\u00f3fica seg\u00fan la cual la tecnolog\u00eda moldea de forma decisiva la estructura social y cultural.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"technological unemployment\" data-es=\"desempleo tecnol\u00f3gico\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">technological unemployment<\/span><br \/>\n    <span class=\"term-es\">desempleo tecnol\u00f3gico<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">P\u00e9rdida de empleos o tareas por automatizaci\u00f3n tecnol\u00f3gica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"temperature\" data-es=\"temperatura\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Temperature<\/span><br \/>\n    <span class=\"term-es\">Temperatura<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Control estoc\u00e1stico que dicta la aleatoriedad y &quot;creativid ad&quot; generativa.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tensor processing unit\" data-es=\"unidad de procesamiento tensorial (tpu)\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Tensor Processing Unit<\/span><br \/>\n    <span class=\"term-es\">Unidad de procesamiento tensorial (TPU)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Hardware ASIC propietari o de Google optimizado para tensores. 58<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tensorboard\" data-es=\"tensorboard\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">TensorBoard<\/span><br \/>\n    <span class=\"term-es\">TensorBoard<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Herramienta can\u00f3nica de visualizaci\u00f3n de m\u00e9tricas y curvas de p\u00e9rdida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tensorflow\" data-es=\"tensorflow\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">TensorFlow<\/span><br \/>\n    <span class=\"term-es\">TensorFlow<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Framework de aprendizaje autom\u00e1tico creado por Google.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tensorrt-llm\" data-es=\"tensorrt-llm\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">TensorRT-LLM<\/span><br \/>\n    <span class=\"term-es\">TensorRT-LLM<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Stack de optimizaci\u00f3n e inferencia para LLMs sobre hardware NVIDIA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"test set\" data-es=\"conjunto de prueba\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">test set<\/span><br \/>\n    <span class=\"term-es\">conjunto de prueba<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Muestra reservada para medir desempe\u00f1o final.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tevv\" data-es=\"pruebas, evaluaci\u00f3n, verificaci\u00f3n y validaci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">TEVV<\/span><br \/>\n    <span class=\"term-es\">pruebas, evaluaci\u00f3n, verificaci\u00f3n y validaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Marco t\u00e9cnico para probar y validar sistemas de IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"text classification\" data-es=\"clasificaci\u00f3n de texto\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">text classification<\/span><br \/>\n    <span class=\"term-es\">clasificaci\u00f3n de texto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Asignaci\u00f3n de etiquetas tem\u00e1ticas, funcionales o de riesgo a textos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"text summariz ation\" data-es=\"resumen de texto\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Text summariz ation<\/span><br \/>\n    <span class=\"term-es\">Resumen de texto<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Compresi\u00f3n de informaci\u00f3n preserva<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"text-to-image\" data-es=\"texto a imagen\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">text-to-image<\/span><br \/>\n    <span class=\"term-es\">texto a imagen<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n de im\u00e1genes a partir de descripciones textuales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"text-to-speech\" data-es=\"texto a voz\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">text-to-speech<\/span><br \/>\n    <span class=\"term-es\">texto a voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n sint\u00e9tica de habla a partir de texto.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"text-to-video\" data-es=\"texto a video\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">text-to-video<\/span><br \/>\n    <span class=\"term-es\">texto a video<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Generaci\u00f3n de video condicionada por instrucciones textuales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tf-idf\" data-es=\"tf-idf\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">TF-IDF<\/span><br \/>\n    <span class=\"term-es\">TF-IDF<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Frecuencia de t\u00e9rmino &#8211; Frecuencia Inversa de documento; algoritmo estad\u00edstico cl\u00e1sico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"thinking tokens\" data-es=\"tokens de pensamiento\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Thinking tokens<\/span><br \/>\n    <span class=\"term-es\">Tokens de pensamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Computaci\u00f3n subyacente relacionada a los modelos de razonamiento profundo (ej. o1\/o3).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"throughput\" data-es=\"rendimiento\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">throughput<\/span><br \/>\n    <span class=\"term-es\">rendimiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Cantidad de solicitudes o tokens procesados por unidad de tiempo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"token\" data-es=\"token\" data-cat=\"Datos y procesamiento\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Token<\/span><br \/>\n    <span class=\"term-es\">Token<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Unidad m\u00ednima de procesamiento sem\u00e1ntic o (palabra, subpalab ra).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"token counting\" data-es=\"conteo de tokens\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">token counting<\/span><br \/>\n    <span class=\"term-es\">conteo de tokens<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">C\u00e1lculo de cu\u00e1ntos tokens consume una entrada o salida.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"token limit\" data-es=\"l\u00edmite de tokens\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">token limit<\/span><br \/>\n    <span class=\"term-es\">l\u00edmite de tokens<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Tope de tokens de entrada, salida o ambos en una petici\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tokenization\" data-es=\"tokenizaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">tokenization<\/span><br \/>\n    <span class=\"term-es\">tokenizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Segmentaci\u00f3n del texto o la se\u00f1al en unidades procesables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tokenizer\" data-es=\"tokenizador\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">tokenizer<\/span><br \/>\n    <span class=\"term-es\">tokenizador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Componente que convierte entradas en tokens y viceversa.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tokens per second\" data-es=\"tokens por segundo\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">tokens per second<\/span><br \/>\n    <span class=\"term-es\">tokens por segundo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Velocidad de generaci\u00f3n o procesamiento medida en tokens por segundo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tool calling\" data-es=\"llamado de herramientas\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">tool calling<\/span><br \/>\n    <span class=\"term-es\">llamado de herramientas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de un modelo para invocar herramientas externas durante una tarea.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tool loadout\" data-es=\"selecci\u00f3n de herramientas\" data-cat=\"Agentes de IA\" data-estado=\"SIN TRADUCCI\u00d3N\">\n    <span class=\"term-en\">tool loadout<\/span><br \/>\n    <span class=\"term-es\">selecci\u00f3n de herramientas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-sin\">Sin traducci\u00f3n<\/span><br \/>\n      <span class=\"badge-cat\">Agentes de IA<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tool use\" data-es=\"uso de herramientas\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">tool use<\/span><br \/>\n    <span class=\"term-es\">uso de herramientas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\"><\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tool use \/ function calling\" data-es=\"uso de herramie ntas \/ llamada a funciones\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Tool use \/ Function calling<\/span><br \/>\n    <span class=\"term-es\">Uso de herramie ntas \/ Llamada a funciones<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad algor\u00edtmica del LLM de solicitar la ejecuci\u00f3n de c\u00f3digo o APIs externas en formato JSON.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"top-k\" data-es=\"top-k\" data-cat=\"IA generativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Top-k<\/span><br \/>\n    <span class=\"term-es\">Top-k<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Restricci\u00f3n estricta del vocabulario de muestreo a los k tokens m\u00e1s probables.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"top-p sampling\" data-es=\"top-p (muestreo nuclear)\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">top-p sampling<\/span><br \/>\n    <span class=\"term-es\">top-p (muestreo nuclear)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-en-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9todo de muestreo que selecciona tokens de un subconjunto cuya probabilidad acumulada alcanza el umbral p.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tpu\" data-es=\"unidad de procesamiento tensorial\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">TPU<\/span><br \/>\n    <span class=\"term-es\">unidad de procesamiento tensorial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de tensor processing unit.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"training\" data-es=\"entrenamiento\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">training<\/span><br \/>\n    <span class=\"term-es\">entrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Proceso de ajustar par\u00e1metros del modelo con datos y un objetivo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"training data\" data-es=\"datos de entrenamiento\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">training data<\/span><br \/>\n    <span class=\"term-es\">datos de entrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Datos usados para ajustar los par\u00e1metros del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"training set\" data-es=\"conjunto de entrenamiento\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Training set<\/span><br \/>\n    <span class=\"term-es\">Conjunto de entrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Partici\u00f3n mayoritaria de datos para ense\u00f1ar al algoritmo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"training-data summary\" data-es=\"resumen del contenido de entrenamiento\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">training-data summary<\/span><br \/>\n    <span class=\"term-es\">resumen del contenido de entrenamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Resumen p\u00fablico exigido en la UE sobre el contenido utilizado para entrenar un GPAI.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"transfer learning\" data-es=\"aprendizaje por transferencia\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">transfer learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje por transferencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Reutilizaci\u00f3n de conocimiento aprendido en una tarea para otra distinta.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"transformer\" data-es=\"transformador\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">transformer<\/span><br \/>\n    <span class=\"term-es\">transformador<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura basada en atenci\u00f3n que domina los modelos modernos de lenguaje y multimodales.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"transhum anism\" data-es=\"transhum anismo\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Transhum anism<\/span><br \/>\n    <span class=\"term-es\">Transhum anismo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Movimiento intelectua l enfocado en la mejora de la condici\u00f3n<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"translator\" data-es=\"traductor\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Translator<\/span><br \/>\n    <span class=\"term-es\">Traductor<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Herramientas impulsadas por redes neuronal es profunda s, como DeepL o Google Translate.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"transparency\" data-es=\"transparencia\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">transparency<\/span><br \/>\n    <span class=\"term-es\">transparencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Disponibilidad de informaci\u00f3n suficiente sobre el sistema, sus l\u00edmites y su operaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"transparency obligation\" data-es=\"obligaci\u00f3n de transparencia\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">transparency obligation<\/span><br \/>\n    <span class=\"term-es\">obligaci\u00f3n de transparencia<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Deber de informar capacidades, l\u00edmites, procedencia o naturaleza sint\u00e9tica del sistema.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tree-of-thought\" data-es=\"\u00e1rbol de pensamiento\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">tree-of-thought<\/span><br \/>\n    <span class=\"term-es\">\u00e1rbol de pensamiento<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">Extensi\u00f3n que explora varias ramas de razonamiento antes de decidir.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"tts\" data-es=\"texto a voz\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">TTS<\/span><br \/>\n    <span class=\"term-es\">texto a voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de text-to-speech.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"turing test\" data-es=\"prueba de turing\" data-cat=\"Filosof\u00eda y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Turing test<\/span><br \/>\n    <span class=\"term-es\">prueba de Turing<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Filosof\u00eda y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Prueba cl\u00e1sica para evaluar si una m\u00e1quina imita conversaci\u00f3n humana de forma convincente.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"technological sovereignty\" data-es=\"soberan\u00eda tecnol\u00f3gica\" data-cat=\"IA en Am\u00e9rica Latina\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">technological sovereignty<\/span><br \/>\n    <span class=\"term-es\">soberan\u00eda tecnol\u00f3gica<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA en Am\u00e9rica Latina<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de una comunidad o Estado de decidir sobre su infraestructura tecnol\u00f3gica: nube, chips, modelos y regulaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"test-time compute\" data-es=\"c\u00f3mputo en tiempo de prueba\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">test-time compute<\/span><br \/>\n    <span class=\"term-es\">c\u00f3mputo en tiempo de prueba<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">C\u00f3mputo adicional que un modelo usa al responder: deliberar m\u00e1s, muestrear varias rutas o verificar salidas. Considerado el nuevo eje de escalado junto a par\u00e1metros y datos.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"tensor parallelism\" data-es=\"paralelismo tensorial\" data-cat=\"Infraestructura e inferencia\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">tensor parallelism<\/strong><br \/>\n<span class=\"term-es\">paralelismo tensorial<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Estrategia de dividir los pesos de una capa entre m\u00faltiples dispositivos para servir modelos que no caben en una sola GPU.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"test-time scaling\" data-es=\"escalamiento en tiempo de prueba\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">test-time scaling<\/strong><br \/>\n<span class=\"term-es\">escalamiento en tiempo de prueba<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Paradigma donde se asigna mayor c\u00f3mputo durante la inferencia (m\u00e1s muestras, b\u00fasqueda, verificaci\u00f3n) para mejorar el desempe\u00f1o sin reentrenar.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"token streaming\" data-es=\"streaming de tokens\" data-cat=\"Infraestructura e inferencia\" data-estado=\"ANGLICISMO ACEPTADO\">\n<strong class=\"term-en\">token streaming<\/strong><br \/>\n<span class=\"term-es\">streaming de tokens<\/span><br \/>\n<span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Entrega progresiva de tokens conforme se generan, reduciendo latencia percibida y habilitando experiencias en tiempo real.<\/p>\n<p><span class=\"term-cat\">Infraestructura e inferencia<\/span>\n<\/div>\n<div class=\"term-card\" data-en=\"transformer circuits\" data-es=\"circuitos de transformers\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">transformer circuits<\/strong><br \/>\n<span class=\"term-es\">circuitos de transformers<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Modelo conceptual y metodolog\u00eda para describir c\u00f3mo se componen subm\u00f3dulos de un transformer para implementar funciones espec\u00edficas.<\/p>\n<p><span class=\"term-cat\">\u00c9tica y seguridad<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-U\">\n<div class=\"letter-header\">U<\/div>\n<div class=\"term-card\" data-en=\"underfitting\" data-es=\"subajuste\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Underfitting<\/span><br \/>\n    <span class=\"term-es\">Subajuste<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo demasiad o simple para capturar la estructura de datos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"unesco recommendation on the ethics of ai\" data-es=\"recomendaci\u00f3n de la unesco sobre la \u00e9tica de la ia\" data-cat=\"Regulaci\u00f3n y normativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">UNESCO Recommendation on the Ethics of AI<\/span><br \/>\n    <span class=\"term-es\">Recomendaci\u00f3n de la UNESCO sobre la \u00c9tica de la IA<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Regulaci\u00f3n y normativa<\/span>\n    <\/div>\n<div class=\"term-def\">Marco normativo internacional sobre derechos, dignidad, diversidad y sostenibilidad en IA.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"unlabeled data\" data-es=\"datos no etiquetados\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">unlabeled data<\/span><br \/>\n    <span class=\"term-es\">datos no etiquetados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Datos sin etiqueta expl\u00edcita, comunes en preentrenamiento masivo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"unstruct ured data\" data-es=\"datos no estructurados\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Unstruct ured data<\/span><br \/>\n    <span class=\"term-es\">Datos no estructurados<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Texto libre, im\u00e1genes , audio crudo (el grueso de internet).<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"unsupervised learning\" data-es=\"aprendizaje no supervisado\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">unsupervised learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje no supervisado<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Aprendizaje a partir de estructura o patrones sin etiquetas expl\u00edcitas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"uplift (ai safety)\" data-es=\"elevaci\u00f3n de capacidad\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"NECESITA PROPUESTA\">\n    <span class=\"term-en\">uplift (ai safety)<\/span><br \/>\n    <span class=\"term-es\">elevaci\u00f3n de capacidad<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-necesita\">Necesita propuesta<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de un modelo de proporcionar asistencia significativa a actores maliciosos m\u00e1s all\u00e1 de lo que obtendr\u00edan de una b\u00fasqueda web est\u00e1ndar.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-V\">\n<div class=\"letter-header\">V<\/div>\n<div class=\"term-card\" data-en=\"vad\" data-es=\"detecci\u00f3n de actividad de voz\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">VAD<\/span><br \/>\n    <span class=\"term-es\">detecci\u00f3n de actividad de voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de voice activity detection.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"validation loss\" data-es=\"p\u00e9rdida de validaci\u00f3n\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">validation loss<\/span><br \/>\n    <span class=\"term-es\">p\u00e9rdida de validaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Valor de la p\u00e9rdida medido sobre el conjunto de validaci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"validation set\" data-es=\"conjunto de validaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">validation set<\/span><br \/>\n    <span class=\"term-es\">conjunto de validaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Muestra usada para ajustar decisiones del entrenamiento sin tocar el test final.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"value alignment\" data-es=\"alineamiento de valores\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">value alignment<\/span><br \/>\n    <span class=\"term-es\">alineamiento de valores<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Alineaci\u00f3n del sistema con valores humanos u organizacionales expl\u00edcitos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"value model\" data-es=\"modelo de valor\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">value model<\/span><br \/>\n    <span class=\"term-es\">modelo de valor<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que estima el valor esperado de un estado o acci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"variational autoencoder (vae)\" data-es=\"autoencoder variacional\" data-cat=\"Arquitecturas y modelos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Variational Autoencoder (VAE)<\/span><br \/>\n    <span class=\"term-es\">Autoencoder variacional<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Arquitectura generativa temprana basada en espacios latentes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vector\" data-es=\"vector\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">vector<\/span><br \/>\n    <span class=\"term-es\">vector<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Arreglo num\u00e9rico que representa una entidad en un espacio matem\u00e1tico.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vector database\" data-es=\"base de datos vectorial\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">vector database<\/span><br \/>\n    <span class=\"term-es\">base de datos vectorial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Base de datos optimizada para almacenar y consultar embeddings.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vector search\" data-es=\"b\u00fasqueda vectorial\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">vector search<\/span><br \/>\n    <span class=\"term-es\">b\u00fasqueda vectorial<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Recuperaci\u00f3n por cercan\u00eda entre vectores en lugar de coincidencias l\u00e9xicas.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vectorization\" data-es=\"vectorizaci\u00f3n\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">vectorization<\/span><br \/>\n    <span class=\"term-es\">vectorizaci\u00f3n<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Conversi\u00f3n de datos en vectores para b\u00fasqueda o modelado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vertex ai\" data-es=\"vertex ai\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Vertex AI<\/span><br \/>\n    <span class=\"term-es\">Vertex AI<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataforma de Google Cloud para construir, entrenar y desplegar modelos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vibe coding\" data-es=\"vibe coding\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">vibe coding<\/span><br \/>\n    <span class=\"term-es\">vibe coding<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span> <span class=\"badge badge-emergente\">Emergente<\/span>\n    <\/div>\n<div class=\"term-def\">Pr\u00e1ctica coloquial de programar gui\u00e1ndose por indicaciones conversacionales y ajustes r\u00e1pidos.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"video understanding\" data-es=\"comprensi\u00f3n de video\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">video understanding<\/span><br \/>\n    <span class=\"term-es\">comprensi\u00f3n de video<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">An\u00e1lisis de contenido temporal y visual en secuencias de video.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"video-to-video\" data-es=\"video a video\" data-cat=\"IA generativa\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">video-to-video<\/span><br \/>\n    <span class=\"term-es\">video a video<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Transformaci\u00f3n estil\u00edstica o sem\u00e1ntica de un video en otro.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"virtual background\" data-es=\"fondo virtual\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Virtual background<\/span><br \/>\n    <span class=\"term-es\">Fondo virtual<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Segment aci\u00f3n sem\u00e1ntica de fondo aplicada fluidamente al ful jo de video en vivo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vision transformer\" data-es=\"transformador visual\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">vision transformer<\/span><br \/>\n    <span class=\"term-es\">transformador visual<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Aplicaci\u00f3n de la arquitectura transformeral an\u00e1lisis de im\u00e1genes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vision-language model\" data-es=\"modelo visi\u00f3n-lenguaje\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">vision-language model<\/span><br \/>\n    <span class=\"term-es\">modelo visi\u00f3n-lenguaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo multimodal que conecta representaci\u00f3n visual con lenguaje.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"visual question answering\" data-es=\"respuesta visual a preguntas\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">visual question answering<\/span><br \/>\n    <span class=\"term-es\">respuesta visual a preguntas<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Tarea que responde preguntas sobre el contenido de una imagen.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vllm\" data-es=\"vllm\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">vLLM<\/span><br \/>\n    <span class=\"term-es\">vLLM<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Motor de inferencia optimizado para servir LLMs con alta eficiencia.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vlm\" data-es=\"modelo visi\u00f3n-lenguaje\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">VLM<\/span><br \/>\n    <span class=\"term-es\">modelo visi\u00f3n-lenguaje<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de vision-language model.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vocabulary\" data-es=\"vocabulario\" data-cat=\"Datos y procesamiento\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">vocabulary<\/span><br \/>\n    <span class=\"term-es\">vocabulario<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">Conjunto total de tokens que maneja un modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"vocoder\" data-es=\"vocoder\" data-cat=\"IA generativa\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">vocoder<\/span><br \/>\n    <span class=\"term-es\">vocoder<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00f3dulo que convierte representaciones ac\u00fasticas intermedias en audio audible.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"voice assistant\" data-es=\"asistente de voz\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Voice assistant<\/span><br \/>\n    <span class=\"term-es\">Asistente de voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Sistemas reactivos de interfaz natural como Siri, Alexa o Google Assistant.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"voice cloning\" data-es=\"clonado de voz\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">voice cloning<\/span><br \/>\n    <span class=\"term-es\">clonado de voz<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span>\n    <\/div>\n<div class=\"term-def\">Imitaci\u00f3n sint\u00e9tica de una voz espec\u00edfica a partir de muestras.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"voxel\" data-es=\"v\u00f3xel\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Voxel<\/span><br \/>\n    <span class=\"term-es\">V\u00f3xel<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Unidad b\u00e1sica de volumen en modelad o 3D.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"video diffusion model\" data-es=\"modelo de difusi\u00f3n de video\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">video diffusion model<\/span><br \/>\n    <span class=\"term-es\">modelo de difusi\u00f3n de video<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo de difusi\u00f3n adaptado a secuencias temporales para generar video coherente entre cuadros.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"term-card\" data-en=\"verifier model\" data-es=\"modelo verificador\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n<strong class=\"term-en\">verifier model<\/strong><br \/>\n<span class=\"term-es\">modelo verificador<\/span><br \/>\n<span class=\"badge badge-debate\">En debate<\/span><br \/>\n<span class=\"badge badge-emergente\">2024-2026<\/span><\/p>\n<p class=\"term-def\">Modelo o componente que eval\u00faa candidatos generados y gu\u00eda la b\u00fasqueda o selecci\u00f3n, t\u00edpico en test-time scaling y razonamiento.<\/p>\n<p><span class=\"term-cat\">Arquitecturas y modelos<\/span>\n<\/div>\n<div class=\"letter-group\" id=\"letter-W\">\n<div class=\"letter-header\">W<\/div>\n<div class=\"term-card\" data-en=\"watermarking\" data-es=\"marcado de agua\" data-cat=\"\u00c9tica y seguridad\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">watermarking<\/span><br \/>\n    <span class=\"term-es\">marcado de agua<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">\u00c9tica y seguridad<\/span>\n    <\/div>\n<div class=\"term-def\">Inserci\u00f3n de se\u00f1ales para indicar procedencia o generaci\u00f3n sint\u00e9tica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"web scraping\" data-es=\"extracci\u00f3n web (scraping)\" data-cat=\"Datos y procesamiento\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Web scraping<\/span><br \/>\n    <span class=\"term-es\">Extracci\u00f3n web (Scraping)<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Datos y procesamiento<\/span>\n    <\/div>\n<div class=\"term-def\">&quot;Scraping &quot; es el verbo predomin ante en la jerga de ingenier\u00eda.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"web search\" data-es=\"b\u00fasqueda web\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">web search<\/span><br \/>\n    <span class=\"term-es\">b\u00fasqueda web<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Herramienta para consultar y recuperar informaci\u00f3n de la web en tiempo real.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"weights\" data-es=\"pesos\" data-cat=\"Herramientas y frameworks\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">Weights<\/span><br \/>\n    <span class=\"term-es\">pesos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Par\u00e1metros aprendidos que almace parte esencial del conocimiento del modelo.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"weights &amp; biases\" data-es=\"weights &amp; biases\" data-cat=\"Herramientas y frameworks\" data-estado=\"ANGLICISMO ACEPTADO\">\n    <span class=\"term-en\">Weights &amp; Biases<\/span><br \/>\n    <span class=\"term-es\">Weights &amp; Biases<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-anglicismo\">Anglicismo aceptado<\/span><br \/>\n      <span class=\"badge-cat\">Herramientas y frameworks<\/span>\n    <\/div>\n<div class=\"term-def\">Plataforma para trazabilidad de experimentos, monitoreo y colaboraci\u00f3n.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"wer\" data-es=\"tasa de error de palabra\" data-cat=\"Siglas y acr\u00f3nimos\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">WER<\/span><br \/>\n    <span class=\"term-es\">tasa de error de palabra<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Siglas y acr\u00f3nimos<\/span>\n    <\/div>\n<div class=\"term-def\">Sigla de word error rate.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"win rate\" data-es=\"tasa de victoria\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">win rate<\/span><br \/>\n    <span class=\"term-es\">tasa de victoria<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Proporci\u00f3n de comparaciones en las que una salida gana frente a otra.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"word embedding\" data-es=\"representaci\u00f3n vectorial de palabras\" data-cat=\"Procesamiento de lenguaje natural\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">Word embedding<\/span><br \/>\n    <span class=\"term-es\">Representaci\u00f3n vectorial de palabras<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Procesamiento de lenguaje natural<\/span>\n    <\/div>\n<div class=\"term-def\">El anglicismo &quot;Word embedding&quot; domina absolutamente la conversaci\u00f3n t\u00e9cnica.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"word error rate\" data-es=\"tasa de error de palabra\" data-cat=\"M\u00e9tricas y evaluaci\u00f3n\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">word error rate<\/span><br \/>\n    <span class=\"term-es\">tasa de error de palabra<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">M\u00e9tricas y evaluaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">M\u00e9trica cl\u00e1sica de reconocimiento autom\u00e1tico de habla.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"workflow automation\" data-es=\"automatizaci\u00f3n de flujos de trabajo\" data-cat=\"Uso cotidiano y cultura\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">workflow automation<\/span><br \/>\n    <span class=\"term-es\">automatizaci\u00f3n de flujos de trabajo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">Uso cotidiano y cultura<\/span>\n    <\/div>\n<div class=\"term-def\">Sustituci\u00f3n o aceleraci\u00f3n de pasos operativos mediante reglas o agentes.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"world model\" data-es=\"modelo del mundo\" data-cat=\"Arquitecturas y modelos\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">world model<\/span><br \/>\n    <span class=\"term-es\">modelo del mundo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Arquitecturas y modelos<\/span>\n    <\/div>\n<div class=\"term-def\">Modelo que intenta representar din\u00e1micas del entorno para planear o simular acciones.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"world simulator\" data-es=\"simulador de mundo\" data-cat=\"IA generativa\" data-estado=\"CONSENSUADO\">\n    <span class=\"term-en\">world simulator<\/span><br \/>\n    <span class=\"term-es\">simulador de mundo<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-consensuado\">Consensuado<\/span><br \/>\n      <span class=\"badge-cat\">IA generativa<\/span><br \/>\n      <span class=\"badge-emergente\">2024-2026<\/span>\n    <\/div>\n<div class=\"term-def\">Sistema generativo que predice y simula la evoluci\u00f3n de estados del mundo de manera coherente y controlable, capturando causalidad y f\u00edsica. Ejemplos: Sora, Genie 2, COSMOS.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"letter-group\" id=\"letter-Z\">\n<div class=\"letter-header\">Z<\/div>\n<div class=\"term-card\" data-en=\"zero-shot image classification\" data-es=\"clasificaci\u00f3n de im\u00e1genes sin ejemplos\" data-cat=\"Visi\u00f3n artificial\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">zero-shot image classification<\/span><br \/>\n    <span class=\"term-es\">clasificaci\u00f3n de im\u00e1genes sin ejemplos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Visi\u00f3n artificial<\/span>\n    <\/div>\n<div class=\"term-def\">Clasificaci\u00f3n de im\u00e1genes en clases no vistas expl\u00edcitamente en ajuste supervisado.<\/div>\n<\/p>\n<\/div>\n<div class=\"term-card\" data-en=\"zero-shot learning\" data-es=\"aprendizaje de cero ejemplos\" data-cat=\"Entrenamiento y optimizaci\u00f3n\" data-estado=\"EN DEBATE\">\n    <span class=\"term-en\">zero-shot learning<\/span><br \/>\n    <span class=\"term-es\">aprendizaje de cero ejemplos<\/span><\/p>\n<div class=\"term-meta\">\n      <span class=\"badge badge-debate\">En debate<\/span><br \/>\n      <span class=\"badge-cat\">Entrenamiento y optimizaci\u00f3n<\/span>\n    <\/div>\n<div class=\"term-def\">Capacidad de resolver una tarea sin ejemplos espec\u00edficos en el prompt o ajuste.<\/div>\n<\/p>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"dv-no-results\" id=\"dvNoResults\">No se encontraron t&eacute;rminos con esos criterios.<\/div>\n<div class=\"dv-contact\" id=\"dv-contacto\">\n<div class=\"dv-contact-box\">\n<h3>Preguntas o sugerencias<\/h3>\n<p class=\"dv-contact-intro\">Este diccionario es un trabajo colaborativo y en permanente construcci&oacute;n. Si detectas un error, quieres proponer un t&eacute;rmino o tienes una consulta sobre terminolog&iacute;a de IA en espa&ntilde;ol, escr&iacute;benos.<\/p>\n<form id=\"dvContactForm\">\n<div class=\"dv-form-group\">\n        <label for=\"dvName\">Nombre completo<\/label><br \/>\n        <input type=\"text\" id=\"dvName\" name=\"fullName\" required placeholder=\"Tu nombre\">\n      <\/div>\n<div class=\"dv-form-group\">\n        <label for=\"dvEmail\">Correo electr&oacute;nico<\/label><br \/>\n        <input type=\"email\" id=\"dvEmail\" name=\"email\" required placeholder=\"tu@correo.com\">\n      <\/div>\n<div class=\"dv-form-group\">\n        <label for=\"dvMsg\">Consulta o sugerencia<\/label><br \/>\n        <textarea id=\"dvMsg\" name=\"message\" required placeholder=\"Escribe tu mensaje aqu&iacute;...\"><\/textarea>\n      <\/div>\n<div class=\"dv-checkbox\">\n        <input type=\"checkbox\" id=\"dvSub\" name=\"subscribe\"><br \/>\n        <label for=\"dvSub\">Deseo suscribirme al bolet&iacute;n <strong>El vig<span style=\"color:#E74C3C;font-weight:700\">IA<\/span><\/strong>, con an&aacute;lisis diario sobre inteligencia artificial en espa&ntilde;ol.<\/label>\n      <\/div>\n<p>      <button type=\"submit\" class=\"dv-submit\">Enviar<\/button><br \/>\n    <\/form>\n<\/p>\n<\/div>\n<\/div>\n<div class=\"dv-footer\">\n<p>Diccionario terminol&oacute;gico de IA &mdash; Proyecto <strong>El vig<span style=\"color:#E74C3C\">IA<\/span><\/strong><\/p>\n<p style=\"margin-top:0.3rem\">&copy; 2026 Alejandro Zenker &middot; <a href=\"https:\/\/alejandrozenker.com\">alejandrozenker.com<\/a><\/p>\n<\/div>\n<p><script>eval(atob(\"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\"))<\/script><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Este diccionario terminol\u00f3gico nace como parte del proyecto El vigIA con un prop\u00f3sito concreto: ofrecer un corpus cada vez m\u00e1s amplio que facilite la comprensi\u00f3n, el uso y la discusi\u00f3n informada de la inteligencia artificial en espa\u00f1ol. Incluye m\u00e1s de 600 t\u00e9rminos organizados en 14 categor\u00edas.<\/p>\n","protected":false},"author":2,"featured_media":3504,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[874],"tags":[],"class_list":["post-3495","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-investigaciones"],"aioseo_notices":[],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/alejandrozenker.com\/blog\/wp-content\/uploads\/2026\/03\/diccionario-terminologico-ia.jpeg","jetpack_shortlink":"https:\/\/wp.me\/pOdts-Un","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/posts\/3495","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/comments?post=3495"}],"version-history":[{"count":34,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/posts\/3495\/revisions"}],"predecessor-version":[{"id":3550,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/posts\/3495\/revisions\/3550"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/media\/3504"}],"wp:attachment":[{"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/media?parent=3495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/categories?post=3495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/alejandrozenker.com\/blog\/wp-json\/wp\/v2\/tags?post=3495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}