IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria<\/title>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@300;400;600&family=Playfair+Display:wght@700&display=swap\" rel=\"stylesheet\">\n <style>\n :root {\n --text-main: #FFFFFF;\n --text-muted: #CCCCCC;\n --accent: #3B82F6;\n --accent-glow: rgba(59, 130, 246, 0.5);\n --border: rgba(255, 255, 255, 0.15);\n --card-bg: rgba(15, 20, 30, 0.8);\n --nav-bg: rgba(10, 10, 10, 0.9);\n }\n\n .ia-portal-wrapper {\n color: var(--text-main);\n font-family: 'Inter', sans-serif;\n line-height: 1.6;\n background: transparent;\n min-height: 80vh;\n }\n\n \/* FIX #1: selector corregido para no contaminar h2\/h3 globales *\/\n .ia-portal-wrapper h1,\n .ia-portal-wrapper h2,\n .ia-portal-wrapper h3 {\n font-family: 'Playfair Display', serif;\n color: var(--text-main);\n }\n\n .ia-nav {\n display: flex;\n justify-content: center;\n gap: 1rem;\n padding: 1.5rem;\n background: var(--nav-bg);\n border-bottom: 1px solid var(--border);\n position: sticky;\n top: 0;\n z-index: 100;\n backdrop-filter: blur(10px);\n flex-wrap: wrap;\n }\n\n .nav-btn {\n background: transparent;\n border: 1px solid transparent;\n color: var(--text-muted);\n padding: 0.6rem 1.2rem;\n cursor: pointer;\n font-family: 'Inter', sans-serif;\n font-weight: 400;\n font-size: 0.9rem;\n transition: all 0.3s ease;\n text-transform: uppercase;\n letter-spacing: 0.05em;\n }\n\n .nav-btn:hover { color: var(--accent); }\n\n .nav-btn.active {\n color: var(--accent);\n border-bottom: 2px solid var(--accent);\n }\n\n .ia-portal-wrapper .container {\n max-width: 1100px;\n margin: 0 auto;\n padding: 4rem 2rem;\n }\n\n .tab-content { display: none; animation: fadeIn 0.5s ease; }\n .tab-content.active { display: block; }\n\n @keyframes fadeIn {\n from { opacity: 0; transform: translateY(10px); }\n to { opacity: 1; transform: translateY(0); }\n }\n\n .section-header { text-align: center; margin-bottom: 4rem; }\n .section-header h2 { font-size: 2.8rem; margin-bottom: 1rem; }\n\n .accent-bar {\n width: 60px;\n height: 3px;\n background: var(--accent);\n margin: 1.5rem auto;\n box-shadow: 0 0 10px var(--accent-glow);\n }\n\n .grid {\n display: grid;\n grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));\n gap: 2rem;\n }\n\n .card {\n background: var(--card-bg);\n padding: 2.5rem;\n border: 1px solid var(--border);\n transition: transform 0.3s ease;\n backdrop-filter: blur(8px);\n }\n\n .card:hover { transform: translateY(-5px); border-color: var(--accent); }\n .card h3 { color: var(--accent); margin-bottom: 1rem; }\n\n .timeline {\n border-left: 1px solid var(--border);\n padding-left: 2rem;\n max-width: 800px;\n margin: 0 auto;\n }\n\n .timeline-item { position: relative; margin-bottom: 3rem; }\n\n .timeline-item::before {\n content: \"\";\n position: absolute;\n left: -2.4rem;\n top: 8px;\n width: 12px;\n height: 12px;\n background: var(--accent);\n border-radius: 50%;\n }\n\n .timeline-date { color: var(--accent); font-weight: 600; font-size: 0.9rem; }\n\n .table-container { overflow-x: auto; margin-top: 2rem; border: 1px solid var(--border); }\n table { width: 100%; border-collapse: collapse; }\n th { background: rgba(59, 130, 246, 0.1); color: var(--accent); padding: 1rem; text-align: left; }\n td { padding: 1.2rem; border-bottom: 1px solid var(--border); color: var(--text-muted); }\n\n footer {\n padding: 4rem 0;\n text-align: center;\n border-top: 1px solid var(--border);\n margin-top: 4rem;\n color: var(--text-muted);\n }\n\n @media (max-width: 768px) {\n .ia-nav { gap: 0.5rem; padding: 1rem; }\n .nav-btn { font-size: 0.75rem; padding: 0.5rem; }\n .section-header h2 { font-size: 2rem; }\n }\n <\/style>\n<\/head>\n<body>\n\n<div class=\"ia-portal-wrapper\">\n\n \n \n <nav class=\"ia-nav\">\n <button class=\"nav-btn active\" onclick=\"showTab('inicio', this)\">Inicio<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('historia', this)\">Historia<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('geopolitica', this)\">Geopol\u00edtica<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('aplicacion', this)\">Aplicaci\u00f3n<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('glosario', this)\">Glosario<\/button>\n <\/nav>\n\n <div class=\"container\">\n\n \n <div id=\"inicio\" class=\"tab-content active\">\n <div class=\"section-header\">\n <h1>IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria<\/h1>\n <div class=\"accent-bar\"><\/div>\n <p style=\"max-width: 700px; margin: 0 auto; color: var(--text-muted);\">\n Estrategias avanzadas y marcos \u00e9ticos para la integraci\u00f3n de la inteligencia artificial en la educaci\u00f3n superior y las ciencias de la salud.\n <\/p>\n <\/div>\n <div class=\"card\" style=\"max-width: 800px; margin: 0 auto; text-align: center;\">\n <h3>Introducci\u00f3n<\/h3>\n <p>La Inteligencia Artificial ha trascendido su origen te\u00f3rico para erigirse como el pilar estrat\u00e9gico de la econom\u00eda moderna. Esta transformaci\u00f3n redefine las fronteras del conocimiento, exigiendo un an\u00e1lisis cr\u00edtico de sus implicaciones \u00e9ticas y su impacto en la investigaci\u00f3n acad\u00e9mica.<\/p>\n <\/div>\n <\/div>\n\n \n <div id=\"historia\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Evoluci\u00f3n Hist\u00f3rica<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"timeline\">\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1930 \u2013 1937<\/span>\n <h3>Cimientos de la Computabilidad<\/h3>\n <p>G\u00f6del, Church y Turing sientan las bases de la computabilidad, la l\u00f3gica formal y la idea de la m\u00e1quina universal.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1943<\/span>\n <h3>Primera Neurona Artificial<\/h3>\n <p>McCulloch y Pitts proponen un modelo matem\u00e1tico de neurona artificial, antecedente directo de las redes neuronales.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1950<\/span>\n <h3>El Test de Turing<\/h3>\n <p>Alan Turing publica un criterio para evaluar si una m\u00e1quina puede simular un comportamiento inteligente semejante al humano.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1956<\/span>\n <h3>Nacimiento Oficial de la IA<\/h3>\n <p>La conferencia de Dartmouth consolida la inteligencia artificial como disciplina cient\u00edfica y populariza el t\u00e9rmino \u00abartificial intelligence\u00bb.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1957 \u2013 1958<\/span>\n <h3>El Perceptr\u00f3n<\/h3>\n <p>Frank Rosenblatt desarrolla una de las primeras redes neuronales capaces de aprender patrones simples a partir de datos.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1960<\/span>\n <h3>ELIZA y los Primeros Chatbots<\/h3>\n <p>Joseph Weizenbaum crea ELIZA, uno de los primeros sistemas conversacionales en lenguaje natural.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1970<\/span>\n <h3>Primer Invierno de la IA<\/h3>\n <p>Las limitaciones t\u00e9cnicas y las expectativas incumplidas provocan recortes de financiaci\u00f3n y una p\u00e9rdida de entusiasmo en el campo.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1980<\/span>\n <h3>Boom de los Sistemas Expertos<\/h3>\n <p>La IA se aplica en empresas y medicina mediante sistemas basados en reglas que capturan conocimiento de especialistas.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">Finales de 1980<\/span>\n <h3>Segundo Invierno de la IA<\/h3>\n <p>El alto coste, la fragilidad de los sistemas expertos y la falta de escalabilidad provocan una nueva crisis del sector.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1997<\/span>\n <h3>Deep Blue vence a Kasparov<\/h3>\n <p>IBM derrota al campe\u00f3n mundial de ajedrez Garry Kasparov, demostrando el potencial de la IA en tareas bien definidas.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2011<\/span>\n <h3>IBM Watson y el Lenguaje Natural<\/h3>\n <p>Watson gana Jeopardy! y muestra la capacidad de la IA para procesar lenguaje natural y grandes vol\u00famenes de informaci\u00f3n.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2012<\/span>\n <h3>Revoluci\u00f3n del Deep Learning<\/h3>\n <p>AlexNet gana ImageNet con una ventaja decisiva y marca el inicio del dominio de las redes neuronales profundas en visi\u00f3n artificial.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2016<\/span>\n <h3>AlphaGo cambia las reglas<\/h3>\n <p>DeepMind derrota a Lee Sedol en el juego de Go, hito clave para el aprendizaje profundo y por refuerzo.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2017<\/span>\n <h3>Nace la arquitectura Transformer<\/h3>\n <p>Redefine el procesamiento del lenguaje y se convierte en la base de todos los grandes modelos actuales.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2020 \u2013 2023<\/span>\n <h3>Era de los Modelos Fundacionales<\/h3>\n <p>Aparecen modelos de gran escala como GPT-3, GPT-4, Claude, Gemini, Llama y Mistral, capaces de generar texto, c\u00f3digo e im\u00e1genes.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2024 \u2013 Actualidad<\/span>\n <h3>IA Generativa y Adopci\u00f3n Masiva<\/h3>\n <p>Los modelos de lenguaje y los asistentes inteligentes se integran de forma masiva en productividad, educaci\u00f3n, investigaci\u00f3n y ciencia.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div id=\"geopolitica\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Inversi\u00f3n y Geopol\u00edtica<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Estados Unidos<\/h3>\n <p>Foco en innovaci\u00f3n disruptiva y GPUs de alta gama.<\/p>\n <strong style=\"font-size: 1.5rem;\">$109.000M<\/strong>\n <\/div>\n <div class=\"card\">\n <h3>China<\/h3>\n <p>Estrategia de replicaci\u00f3n masiva y soberan\u00eda en datos.<\/p>\n <strong style=\"font-size: 1.5rem;\">$8.200M<\/strong>\n <\/div>\n <\/div>\n <div class=\"table-container\">\n <table>\n <thead>\n <tr><th>Regi\u00f3n<\/th><th>Paradigma<\/th><th>Fortaleza<\/th><\/tr>\n <\/thead>\n <tbody>\n <tr><td>EE.UU.<\/td><td>Capital Privado<\/td><td>Talento y Hardware<\/td><\/tr>\n <tr><td>China<\/td><td>Escala Estatal<\/td><td>Mercado Interno<\/td><\/tr>\n <tr><td>UE<\/td><td>Regulaci\u00f3n<\/td><td>Derechos \u00c9ticos (IA Act)<\/td><\/tr>\n <\/tbody>\n <\/table>\n <\/div>\n <\/div>\n\n \n <div id=\"aplicacion\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Docencia e Investigaci\u00f3n<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Investigaci\u00f3n<\/h3>\n <p>Aceleraci\u00f3n en gen\u00f3mica y dise\u00f1o de f\u00e1rmacos mediante an\u00e1lisis de datos complejos.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Metodolog\u00edas<\/h3>\n <p>Uso de aprendizaje supervisado, no supervisado y por refuerzo en el aula.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div id=\"glosario\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Glosario T\u00e9cnico<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Algoritmo<\/h3>\n <p>Secuencia l\u00f3gica de instrucciones para ejecutar una tarea espec\u00edfica.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Prompt<\/h3>\n <p>Instrucci\u00f3n de texto para guiar la respuesta de un modelo generativo.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Metaprompt<\/h3>\n \n <p>Gu\u00eda de nivel superior que define el tono y estructura de respuesta para una familia de tareas.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Alucinaci\u00f3n<\/h3>\n <p>Generaci\u00f3n de datos incorrectos presentados con apariencia de verdad.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>API<\/h3>\n <p>Reglas que permiten que dos programas se comuniquen entre s\u00ed.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>API Key<\/h3>\n \n <p>C\u00f3digo \u00fanico para identificar y autenticar a un programa que usa una API.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n<\/div>\n\n<script>\n \/\/ FIX #2: funci\u00f3n corregida que recibe el bot\u00f3n directamente como par\u00e1metro\n function showTab(tabId, btn) {\n document.querySelectorAll('.tab-content').forEach(c => c.classList.remove('active'));\n document.querySelectorAll('.nav-btn').forEach(b => b.classList.remove('active'));\n document.getElementById(tabId).classList.add('active');\n btn.classList.add('active');\n }\n<\/script>\n\n<\/body>\n<\/html>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria Inicio Historia Geopol\u00edtica Aplicaci\u00f3n Glosario IA Aplicada a la Docencia y […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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{"id":2535,"date":"2026-03-10T14:50:05","date_gmt":"2026-03-10T12:50:05","guid":{"rendered":"https:\/\/wpd.ugr.es\/~jrt\/wordpress\/?page_id=2535"},"modified":"2026-03-10T17:27:10","modified_gmt":"2026-03-10T15:27:10","slug":"ia","status":"publish","type":"page","link":"https:\/\/wpd.ugr.es\/~jrt\/wordpress\/ia\/","title":{"rendered":"Curso IA"},"content":{"rendered":"\n\n\n\n \n \n IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria<\/title>\n <link href=\"https:\/\/fonts.googleapis.com\/css2?family=Inter:wght@300;400;600&family=Playfair+Display:wght@700&display=swap\" rel=\"stylesheet\">\n <style>\n :root {\n --text-main: #FFFFFF;\n --text-muted: #CCCCCC;\n --accent: #3B82F6;\n --accent-glow: rgba(59, 130, 246, 0.5);\n --border: rgba(255, 255, 255, 0.15);\n --card-bg: rgba(15, 20, 30, 0.8);\n --nav-bg: rgba(10, 10, 10, 0.9);\n }\n\n .ia-portal-wrapper {\n color: var(--text-main);\n font-family: 'Inter', sans-serif;\n line-height: 1.6;\n background: transparent;\n min-height: 80vh;\n }\n\n \/* FIX #1: selector corregido para no contaminar h2\/h3 globales *\/\n .ia-portal-wrapper h1,\n .ia-portal-wrapper h2,\n .ia-portal-wrapper h3 {\n font-family: 'Playfair Display', serif;\n color: var(--text-main);\n }\n\n .ia-nav {\n display: flex;\n justify-content: center;\n gap: 1rem;\n padding: 1.5rem;\n background: var(--nav-bg);\n border-bottom: 1px solid var(--border);\n position: sticky;\n top: 0;\n z-index: 100;\n backdrop-filter: blur(10px);\n flex-wrap: wrap;\n }\n\n .nav-btn {\n background: transparent;\n border: 1px solid transparent;\n color: var(--text-muted);\n padding: 0.6rem 1.2rem;\n cursor: pointer;\n font-family: 'Inter', sans-serif;\n font-weight: 400;\n font-size: 0.9rem;\n transition: all 0.3s ease;\n text-transform: uppercase;\n letter-spacing: 0.05em;\n }\n\n .nav-btn:hover { color: var(--accent); }\n\n .nav-btn.active {\n color: var(--accent);\n border-bottom: 2px solid var(--accent);\n }\n\n .ia-portal-wrapper .container {\n max-width: 1100px;\n margin: 0 auto;\n padding: 4rem 2rem;\n }\n\n .tab-content { display: none; animation: fadeIn 0.5s ease; }\n .tab-content.active { display: block; }\n\n @keyframes fadeIn {\n from { opacity: 0; transform: translateY(10px); }\n to { opacity: 1; transform: translateY(0); }\n }\n\n .section-header { text-align: center; margin-bottom: 4rem; }\n .section-header h2 { font-size: 2.8rem; margin-bottom: 1rem; }\n\n .accent-bar {\n width: 60px;\n height: 3px;\n background: var(--accent);\n margin: 1.5rem auto;\n box-shadow: 0 0 10px var(--accent-glow);\n }\n\n .grid {\n display: grid;\n grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));\n gap: 2rem;\n }\n\n .card {\n background: var(--card-bg);\n padding: 2.5rem;\n border: 1px solid var(--border);\n transition: transform 0.3s ease;\n backdrop-filter: blur(8px);\n }\n\n .card:hover { transform: translateY(-5px); border-color: var(--accent); }\n .card h3 { color: var(--accent); margin-bottom: 1rem; }\n\n .timeline {\n border-left: 1px solid var(--border);\n padding-left: 2rem;\n max-width: 800px;\n margin: 0 auto;\n }\n\n .timeline-item { position: relative; margin-bottom: 3rem; }\n\n .timeline-item::before {\n content: \"\";\n position: absolute;\n left: -2.4rem;\n top: 8px;\n width: 12px;\n height: 12px;\n background: var(--accent);\n border-radius: 50%;\n }\n\n .timeline-date { color: var(--accent); font-weight: 600; font-size: 0.9rem; }\n\n .table-container { overflow-x: auto; margin-top: 2rem; border: 1px solid var(--border); }\n table { width: 100%; border-collapse: collapse; }\n th { background: rgba(59, 130, 246, 0.1); color: var(--accent); padding: 1rem; text-align: left; }\n td { padding: 1.2rem; border-bottom: 1px solid var(--border); color: var(--text-muted); }\n\n footer {\n padding: 4rem 0;\n text-align: center;\n border-top: 1px solid var(--border);\n margin-top: 4rem;\n color: var(--text-muted);\n }\n\n @media (max-width: 768px) {\n .ia-nav { gap: 0.5rem; padding: 1rem; }\n .nav-btn { font-size: 0.75rem; padding: 0.5rem; }\n .section-header h2 { font-size: 2rem; }\n }\n <\/style>\n<\/head>\n<body>\n\n<div class=\"ia-portal-wrapper\">\n\n \n \n <nav class=\"ia-nav\">\n <button class=\"nav-btn active\" onclick=\"showTab('inicio', this)\">Inicio<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('historia', this)\">Historia<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('geopolitica', this)\">Geopol\u00edtica<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('aplicacion', this)\">Aplicaci\u00f3n<\/button>\n <button class=\"nav-btn\" onclick=\"showTab('glosario', this)\">Glosario<\/button>\n <\/nav>\n\n <div class=\"container\">\n\n \n <div id=\"inicio\" class=\"tab-content active\">\n <div class=\"section-header\">\n <h1>IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria<\/h1>\n <div class=\"accent-bar\"><\/div>\n <p style=\"max-width: 700px; margin: 0 auto; color: var(--text-muted);\">\n Estrategias avanzadas y marcos \u00e9ticos para la integraci\u00f3n de la inteligencia artificial en la educaci\u00f3n superior y las ciencias de la salud.\n <\/p>\n <\/div>\n <div class=\"card\" style=\"max-width: 800px; margin: 0 auto; text-align: center;\">\n <h3>Introducci\u00f3n<\/h3>\n <p>La Inteligencia Artificial ha trascendido su origen te\u00f3rico para erigirse como el pilar estrat\u00e9gico de la econom\u00eda moderna. Esta transformaci\u00f3n redefine las fronteras del conocimiento, exigiendo un an\u00e1lisis cr\u00edtico de sus implicaciones \u00e9ticas y su impacto en la investigaci\u00f3n acad\u00e9mica.<\/p>\n <\/div>\n <\/div>\n\n \n <div id=\"historia\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Evoluci\u00f3n Hist\u00f3rica<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"timeline\">\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1930 \u2013 1937<\/span>\n <h3>Cimientos de la Computabilidad<\/h3>\n <p>G\u00f6del, Church y Turing sientan las bases de la computabilidad, la l\u00f3gica formal y la idea de la m\u00e1quina universal.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1943<\/span>\n <h3>Primera Neurona Artificial<\/h3>\n <p>McCulloch y Pitts proponen un modelo matem\u00e1tico de neurona artificial, antecedente directo de las redes neuronales.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1950<\/span>\n <h3>El Test de Turing<\/h3>\n <p>Alan Turing publica un criterio para evaluar si una m\u00e1quina puede simular un comportamiento inteligente semejante al humano.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1956<\/span>\n <h3>Nacimiento Oficial de la IA<\/h3>\n <p>La conferencia de Dartmouth consolida la inteligencia artificial como disciplina cient\u00edfica y populariza el t\u00e9rmino \u00abartificial intelligence\u00bb.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1957 \u2013 1958<\/span>\n <h3>El Perceptr\u00f3n<\/h3>\n <p>Frank Rosenblatt desarrolla una de las primeras redes neuronales capaces de aprender patrones simples a partir de datos.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1960<\/span>\n <h3>ELIZA y los Primeros Chatbots<\/h3>\n <p>Joseph Weizenbaum crea ELIZA, uno de los primeros sistemas conversacionales en lenguaje natural.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1970<\/span>\n <h3>Primer Invierno de la IA<\/h3>\n <p>Las limitaciones t\u00e9cnicas y las expectativas incumplidas provocan recortes de financiaci\u00f3n y una p\u00e9rdida de entusiasmo en el campo.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">D\u00e9cada de 1980<\/span>\n <h3>Boom de los Sistemas Expertos<\/h3>\n <p>La IA se aplica en empresas y medicina mediante sistemas basados en reglas que capturan conocimiento de especialistas.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">Finales de 1980<\/span>\n <h3>Segundo Invierno de la IA<\/h3>\n <p>El alto coste, la fragilidad de los sistemas expertos y la falta de escalabilidad provocan una nueva crisis del sector.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">1997<\/span>\n <h3>Deep Blue vence a Kasparov<\/h3>\n <p>IBM derrota al campe\u00f3n mundial de ajedrez Garry Kasparov, demostrando el potencial de la IA en tareas bien definidas.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2011<\/span>\n <h3>IBM Watson y el Lenguaje Natural<\/h3>\n <p>Watson gana Jeopardy! y muestra la capacidad de la IA para procesar lenguaje natural y grandes vol\u00famenes de informaci\u00f3n.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2012<\/span>\n <h3>Revoluci\u00f3n del Deep Learning<\/h3>\n <p>AlexNet gana ImageNet con una ventaja decisiva y marca el inicio del dominio de las redes neuronales profundas en visi\u00f3n artificial.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2016<\/span>\n <h3>AlphaGo cambia las reglas<\/h3>\n <p>DeepMind derrota a Lee Sedol en el juego de Go, hito clave para el aprendizaje profundo y por refuerzo.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2017<\/span>\n <h3>Nace la arquitectura Transformer<\/h3>\n <p>Redefine el procesamiento del lenguaje y se convierte en la base de todos los grandes modelos actuales.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2020 \u2013 2023<\/span>\n <h3>Era de los Modelos Fundacionales<\/h3>\n <p>Aparecen modelos de gran escala como GPT-3, GPT-4, Claude, Gemini, Llama y Mistral, capaces de generar texto, c\u00f3digo e im\u00e1genes.<\/p>\n <\/div>\n <div class=\"timeline-item\">\n <span class=\"timeline-date\">2024 \u2013 Actualidad<\/span>\n <h3>IA Generativa y Adopci\u00f3n Masiva<\/h3>\n <p>Los modelos de lenguaje y los asistentes inteligentes se integran de forma masiva en productividad, educaci\u00f3n, investigaci\u00f3n y ciencia.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div id=\"geopolitica\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Inversi\u00f3n y Geopol\u00edtica<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Estados Unidos<\/h3>\n <p>Foco en innovaci\u00f3n disruptiva y GPUs de alta gama.<\/p>\n <strong style=\"font-size: 1.5rem;\">$109.000M<\/strong>\n <\/div>\n <div class=\"card\">\n <h3>China<\/h3>\n <p>Estrategia de replicaci\u00f3n masiva y soberan\u00eda en datos.<\/p>\n <strong style=\"font-size: 1.5rem;\">$8.200M<\/strong>\n <\/div>\n <\/div>\n <div class=\"table-container\">\n <table>\n <thead>\n <tr><th>Regi\u00f3n<\/th><th>Paradigma<\/th><th>Fortaleza<\/th><\/tr>\n <\/thead>\n <tbody>\n <tr><td>EE.UU.<\/td><td>Capital Privado<\/td><td>Talento y Hardware<\/td><\/tr>\n <tr><td>China<\/td><td>Escala Estatal<\/td><td>Mercado Interno<\/td><\/tr>\n <tr><td>UE<\/td><td>Regulaci\u00f3n<\/td><td>Derechos \u00c9ticos (IA Act)<\/td><\/tr>\n <\/tbody>\n <\/table>\n <\/div>\n <\/div>\n\n \n <div id=\"aplicacion\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Docencia e Investigaci\u00f3n<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Investigaci\u00f3n<\/h3>\n <p>Aceleraci\u00f3n en gen\u00f3mica y dise\u00f1o de f\u00e1rmacos mediante an\u00e1lisis de datos complejos.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Metodolog\u00edas<\/h3>\n <p>Uso de aprendizaje supervisado, no supervisado y por refuerzo en el aula.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n \n <div id=\"glosario\" class=\"tab-content\">\n <div class=\"section-header\">\n <h2>Glosario T\u00e9cnico<\/h2>\n <div class=\"accent-bar\"><\/div>\n <\/div>\n <div class=\"grid\">\n <div class=\"card\">\n <h3>Algoritmo<\/h3>\n <p>Secuencia l\u00f3gica de instrucciones para ejecutar una tarea espec\u00edfica.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Prompt<\/h3>\n <p>Instrucci\u00f3n de texto para guiar la respuesta de un modelo generativo.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Metaprompt<\/h3>\n \n <p>Gu\u00eda de nivel superior que define el tono y estructura de respuesta para una familia de tareas.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>Alucinaci\u00f3n<\/h3>\n <p>Generaci\u00f3n de datos incorrectos presentados con apariencia de verdad.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>API<\/h3>\n <p>Reglas que permiten que dos programas se comuniquen entre s\u00ed.<\/p>\n <\/div>\n <div class=\"card\">\n <h3>API Key<\/h3>\n \n <p>C\u00f3digo \u00fanico para identificar y autenticar a un programa que usa una API.<\/p>\n <\/div>\n <\/div>\n <\/div>\n\n <\/div>\n\n<\/div>\n\n<script>\n \/\/ FIX #2: funci\u00f3n corregida que recibe el bot\u00f3n directamente como par\u00e1metro\n function showTab(tabId, btn) {\n document.querySelectorAll('.tab-content').forEach(c => c.classList.remove('active'));\n document.querySelectorAll('.nav-btn').forEach(b => b.classList.remove('active'));\n document.getElementById(tabId).classList.add('active');\n btn.classList.add('active');\n }\n<\/script>\n\n<\/body>\n<\/html>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>IA Aplicada a la Docencia y la Investigaci\u00f3n Universitaria Inicio Historia Geopol\u00edtica Aplicaci\u00f3n Glosario IA Aplicada a la Docencia y […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center 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