{"id":1046,"date":"2026-05-18T11:33:26","date_gmt":"2026-05-18T17:33:26","guid":{"rendered":"https:\/\/colmenia.ugto.mx\/?page_id=1046"},"modified":"2026-06-15T11:39:37","modified_gmt":"2026-06-15T17:39:37","slug":"artificial-generativa-en-la-ug","status":"publish","type":"page","link":"https:\/\/colmenia.ugto.mx\/index.php\/artificial-generativa-en-la-ug\/","title":{"rendered":"Artificial Generativa en la UG"},"content":{"rendered":"\n<div class=\"wp-block-cover has-parallax\" style=\"min-height:987px;aspect-ratio:unset;\"><div class=\"wp-block-cover__image-background wp-image-908 size-large has-parallax\" style=\"background-position:50% 50%;background-image:url(https:\/\/colmenia.ugto.mx\/wp-content\/uploads\/2026\/04\/WEB_ColmenIA-UG_BG-03-819x1024.jpg)\"><\/div><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim-0 has-background-dim\" style=\"background-color:#4f6191\"><\/span><div class=\"wp-block-cover__inner-container is-layout-constrained wp-block-cover-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center has-text-color has-link-color has-x-large-font-size wp-elements-fa397c0cef5bceaca801f847d226d067\" style=\"color:#fcc430\"><strong>Resultados institucionales sobre el uso y percepciones de la inteligencia artificial generativa en la educaci\u00f3n superior<\/strong><\/h2>\n\n\n\n<p class=\"justify-text wp-block-paragraph\"><strong><strong>A continuaci\u00f3n, se presentan los resultados correspondientes a la Universidad de Guanajuato, derivados de la Encuesta Nacional sobre el uso y las percepciones de la Inteligencia Artificial Generativa en la educaci\u00f3n superior en M\u00e9xico, coordinada por la Secretar\u00eda de Educaci\u00f3n P\u00fablica (SEP), a trav\u00e9s de la Subsecretar\u00eda de Educaci\u00f3n Superior. El levantamiento de la informaci\u00f3n se llev\u00f3 a cabo entre el 24 de octubre y el 16 de diciembre de 2025.<\/strong><\/strong><\/p>\n\n\n\n<style>\n  \/* ====== Tema\/contraste (claro\/oscuro) ====== *\/\n  .cmp-grid{\n    \/* Layout + tama\u00f1os *\/\n    --max-h: 170px;\n    --bar-w: 64px;\n    --bar-gap: 18px;\n    --radius: 12px;\n\n    \/* Colores barras *\/\n    --c-doc: #FCC430; \/* Docentes *\/\n    --c-est: #37D4FF; \/* Estudiantes *\/\n\n    \/* Tokens modo claro (por defecto) *\/\n    --card-bg: rgba(0,0,0,.06);\n    --card-border: rgba(0,0,0,.10);\n    --card-text: rgba(17,24,39,.95);\n    --card-muted: rgba(17,24,39,.78);\n    --track-bg: rgba(0,0,0,.08);\n    --card-shadow: 0 10px 30px rgba(0,0,0,.06);\n\n    display: grid;\n    grid-template-columns: repeat(2, minmax(0, 1fr));\n    gap: 18px;\n    width: 100%;\n    background: transparent;\n    font-family: inherit;\n  }\n\n  @media (prefers-color-scheme: dark){\n    .cmp-grid{\n      --card-bg: rgba(0,0,0,.38);\n      --card-border: rgba(255,255,255,.14);\n      --card-text: rgba(255,255,255,.92);\n      --card-muted: rgba(255,255,255,.78);\n      --track-bg: rgba(255,255,255,.12);\n      --card-shadow: 0 10px 30px rgba(0,0,0,.35);\n    }\n  }\n\n  .cmp-card{\n    border: 1px solid var(--card-border);\n    border-radius: 14px;\n    padding: 16px 14px;\n    background: var(--card-bg);\n    box-shadow: var(--card-shadow);\n    backdrop-filter: blur(4px);\n    -webkit-backdrop-filter: blur(4px);\n    color: var(--card-text);\n  }\n\n  .cmp-title{\n    font-weight: 800;\n    font-size: 35px;\n    line-height: 1.15;\n    margin: 0 0 12px 0;\n    text-align: center;\n    width: 100%;\n    color: var(--card-text);\n  }\n\n  .cmp-bars{\n    display: flex;\n    justify-content: center;\n    align-items: flex-end;\n    gap: var(--bar-gap);\n    height: calc(var(--max-h) + 56px); 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}\n  .cmp-bar.est{ background: var(--c-est); }\n\n  \/* N\u00famero dentro de barra: blanco + responsivo *\/\n  .cmp-in{\n    color: #fff;\n    font-size: clamp(14px, 3.2vw, 20px);\n    font-weight: 900;\n    line-height: 1;\n    white-space: nowrap;\n    text-shadow: 0 2px 10px rgba(0,0,0,.35);\n    opacity: 0;\n    transform: scale(.92);\n    animation: cmpPop 420ms ease-out forwards;\n    animation-delay: calc(var(--d, 0ms) + 520ms);\n  }\n\n  \/* Si la barra es baja, el n\u00famero NO va dentro *\/\n  .cmp-bar.is-low .cmp-in{ display:none; }\n\n  .cmp-label-1{\n    font-size: 13px;\n    font-weight: 700;\n    opacity: .92;\n    color: #FCC430;\n  }\n  .cmp-label-2{\n    font-size: 13px;\n    font-weight: 700;\n    opacity: .92;\n    color: #37D4FF;\n  }\n\n  @keyframes cmpGrow{ to { transform: scaleY(1); } }\n  @keyframes cmpPop{ to { opacity: 1; transform: scale(1); } }\n\n  \/* Accesibilidad *\/\n  @media (prefers-reduced-motion: reduce){\n    .cmp-bar, .cmp-in{\n      animation: none !important;\n      transform: none !important;\n      opacity: 1 !important;\n    }\n  }\n\n  \/* ====== Responsivo ====== *\/\n  @media (max-width: 700px){\n    .cmp-grid{\n      grid-template-columns: 1fr; \/* 1 por rengl\u00f3n en m\u00f3vil *\/\n      --max-h: 150px;\n      --bar-w: 58px;\n      --bar-gap: 16px;\n    }\n    .cmp-title{ font-size: 18px; }\n    .cmp-val-out{ font-size: 13px; }\n  }\n\n  \/* ====== Bot\u00f3n \"Ver m\u00e1s detalle\" ====== *\/\n  .cmp-actions{\n    display: flex;\n    justify-content: center;\n    margin-top: 12px;\n  }\n\n  .cmp-btn{\n    display: inline-flex;\n    align-items: center;\n    justify-content: center;\n    gap: 8px;\n    padding: 10px 14px;\n    border-radius: 999px;\n    border: 1px solid var(--card-border);\n    background: rgba(255,255,255,.35);\n    color: var(--card-text);\n    text-decoration: none;\n    font-weight: 800;\n    font-size: 14px;\n    transition: transform .15s ease, background .15s ease, border-color .15s ease;\n  }\n\n  @media (prefers-color-scheme: dark){\n    .cmp-btn{ background: rgba(0, 0, 0, 0.20); }\n  }\n\n  .cmp-btn:hover{\n    transform: translateY(-1px);\n    background: rgba(255,255,255,.55);\n    border-color: rgba(0,0,0,.18);\n  }\n\n  @media (prefers-color-scheme: dark){\n    .cmp-btn:hover{\n      \/*background: rgba(0,0,0,.30);*\/\n      background: rgba(252, 196, 48,.50);\n      border-color: rgba(255,255,255,.22);\n    }\n  }\n\n  \/* =========================================================\n     \"INFORMACI\u00d3N GENERAL\" COMO CARD RESUMEN + DESTACADA (SPAN 2)\n     ========================================================= *\/\n\n  \/* En desktop (2 columnas), la card destacada ocupa todo el ancho *\/\n  @media (min-width: 701px){\n    .cmp-grid .cmp-card.is-featured{\n      grid-column: span 2;\n      box-shadow: 0 14px 38px rgba(0,0,0,.10);\n    }\n  }\n  @media (prefers-color-scheme: dark){\n    @media (min-width: 701px){\n      .cmp-grid .cmp-card.is-featured{\n        box-shadow: 0 18px 44px rgba(0,0,0,.45);\n      }\n    }\n  }\n\n  \/* Ajuste tipogr\u00e1fico solo para el resumen (mantiene el estilo general) *\/\n  .cmp-card.is-summary .cmp-title{\n    font-size: 22px;\n    margin-bottom: 10px;\n  }\n\n  .cmp-summary{\n    display: grid;\n    gap: 12px;\n    padding: 6px 2px 2px;\n  }\n\n  .cmp-summary p{\n    margin: 0;\n    font-size: 15.5px;\n    line-height: 1.35;\n    color: var(--card-muted);\n    text-align: center;\n  }\n\n  .cmp-chips{\n    display: flex;\n    justify-content: center;\n    flex-wrap: wrap;\n    gap: 10px;\n  }\n\n  .cmp-chip{\n    display: inline-flex;\n    align-items: center;\n    gap: 8px;\n    padding: 8px 10px;\n    border-radius: 999px;\n    border: 1px solid var(--card-border);\n    background: rgba(255,255,255,.22);\n    font-size: 14px;\n    font-weight: 800;\n    color: var(--card-text);\n  }\n\n  @media (prefers-color-scheme: dark){\n    .cmp-chip{ background: rgba(0,0,0,.18); }\n  }\n\n  .cmp-dot{\n    width: 12px;\n    height: 12px;\n    border-radius: 99px;\n    display: inline-block;\n  }\n  .cmp-dot.doc{ background: var(--c-doc); }\n  .cmp-dot.est{ background: var(--c-est); }\n\n  .cmp-stats{\n    display: grid;\n    grid-template-columns: repeat(3, minmax(0, 1fr));\n    gap: 10px;\n    margin-top: 2px;\n  }\n\n  .cmp-stat{\n    border: 1px solid var(--card-border);\n    background: rgba(255,255,255,.18);\n    border-radius: 12px;\n    padding: 10px 10px;\n    text-align: center;\n  }\n\n  @media (prefers-color-scheme: dark){\n    .cmp-stat{ background: rgba(0,0,0,.16); }\n  }\n\n  .cmp-stat strong{\n    display: block;\n    font-size: 16px;\n    line-height: 1.1;\n    font-weight: 900;\n    color: var(--card-text);\n  }\n\n  .cmp-stat span{\n    display: block;\n    margin-top: 4px;\n    font-size: 12px;\n    color: var(--card-muted);\n    font-weight: 700;\n  }\n\n  @media (max-width: 700px){\n    .cmp-card.is-summary .cmp-title{ font-size: 18px; }\n    .cmp-stats{ grid-template-columns: 1fr; }\n  }\n<\/style>\n\n<div class=\"cmp-grid\">\n\n  <div class=\"cmp-card\">\n    <div class=\"cmp-title\">I. Uso de herramientas de IA generativa<\/div>\n    <div class=\"cmp-bars\">\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">38%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar doc\" style=\"--v:38; --d:0ms;\"><span class=\"cmp-in\">38%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-1\">Docentes<\/div>\n      <\/div>\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">49%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar est\" style=\"--v:49; --d:120ms;\"><span class=\"cmp-in\">49%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-2\">Estudiantes<\/div>\n      <\/div>\n    <\/div>\n    <div class=\"cmp-actions\">\n      <a class=\"cmp-btn\" href=\"https:\/\/colmenia.ugto.mx\/index.php\/uso-de-herramientas-de-ia-generativa-detalles\/\" target=\"_blank\">Ver m\u00e1s detalle<\/a>\n    <\/div>\n  <\/div>\n\n  <div class=\"cmp-card\">\n    <div class=\"cmp-title\">II. Usos de la IA generativa en la docencia<\/div>\n    <div class=\"cmp-bars\">\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">34%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar doc\" style=\"--v:34; --d:0ms;\"><span class=\"cmp-in\">34%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-1\">Docentes<\/div>\n      <\/div>\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">55%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar est\" style=\"--v:55; --d:120ms;\"><span class=\"cmp-in\">55%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-2\">Estudiantes<\/div>\n      <\/div>\n    <\/div>\n    <div class=\"cmp-actions\">\n      <a class=\"cmp-btn\" href=\"https:\/\/colmenia.ugto.mx\/index.php\/usos-academicos-de-la-ia-generativa\/\" target=\"_blank\">Ver m\u00e1s detalle<\/a>\n    <\/div>\n  <\/div>\n\n  <div class=\"cmp-card\">\n    <div class=\"cmp-title\">III. Uso de IA generativa en la investigaci\u00f3n<\/div>\n    <div class=\"cmp-bars\">\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">49%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar doc\" style=\"--v:49; --d:0ms;\"><span class=\"cmp-in\">49%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-1\">Docentes<\/div>\n      <\/div>\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">40%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar est\" style=\"--v:40; --d:120ms;\"><span class=\"cmp-in\">40%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-2\">Estudiantes<\/div>\n      <\/div>\n    <\/div>\n    <div class=\"cmp-actions\">\n      <a class=\"cmp-btn\" href=\"https:\/\/colmenia.ugto.mx\/index.php\/uso-de-ia-generativa-en-la-investigacion-detalles\/\" target=\"_blank\">Ver m\u00e1s detalle<\/a>\n    <\/div>\n  <\/div>\n\n  <div class=\"cmp-card\">\n    <div class=\"cmp-title\">IV. Usos personales y cotidianos de la IA generativa<\/div>\n    <div class=\"cmp-bars\">\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">29%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar doc\" style=\"--v:29; --d:0ms;\"><span class=\"cmp-in\">29%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-1\">Docentes<\/div>\n      <\/div>\n      <div class=\"cmp-col\">\n        <div class=\"cmp-val-out is-hidden\">52%<\/div>\n        <div class=\"cmp-track\">\n          <div class=\"cmp-bar est\" style=\"--v:52; --d:120ms;\"><span class=\"cmp-in\">52%<\/span><\/div>\n        <\/div>\n        <div class=\"cmp-label-2\">Estudiantes<\/div>\n      <\/div>\n    <\/div>\n    <div class=\"cmp-actions\">\n      <a class=\"cmp-btn\" href=\"https:\/\/colmenia.ugto.mx\/index.php\/usos-personales-y-cotidianos-de-la-ia-generativa-detalles\/\" target=\"_blank\">Ver m\u00e1s detalle<\/a>\n    <\/div>\n  <\/div>\n\n  <!-- Card destacada: Informaci\u00f3n general -->\n  <div class=\"cmp-card is-featured\">\n    <div class=\"cmp-title\">Informaci\u00f3n general<\/div>\n\n    <div class=\"cmp-summary\">\n      <p>Consulta los principales hallazgos por perfil.<\/p>\n\n      <div class=\"cmp-chips\" aria-label=\"Perfiles considerados\">\n        <span class=\"cmp-chip\"><span class=\"cmp-dot doc\"><\/span> Docentes<\/span>\n        <span class=\"cmp-chip\"><span class=\"cmp-dot est\"><\/span> Estudiantes<\/span>\n      <\/div>\n\n      <!-- <div class=\"cmp-stats\" aria-label=\"Indicadores r\u00e1pidos\">\n        <div class=\"cmp-stat\">\n          <strong>4<\/strong>\n          <span>Apartados<\/span>\n        <\/div>\n        <div class=\"cmp-stat\">\n          <strong>2<\/strong>\n          <span>Perfiles<\/span>\n        <\/div>\n        <div class=\"cmp-stat\">\n          <strong>100%<\/strong>\n          <span>Vista general<\/span>\n        <\/div>\n      <\/div> -->\n    <\/div>\n\n    <div class=\"cmp-actions\">\n      <a class=\"cmp-btn\" href=\"https:\/\/colmenia.ugto.mx\/index.php\/informacion-general\/\" target=\"_blank\">\n        Ver m\u00e1s detalle\n      <\/a>\n    <\/div>\n  <\/div>\n\n<\/div>\n\n\n\n<p class=\"text-justify wp-block-paragraph\"><\/p>\n\n\n\n<p class=\"justify-text wp-block-paragraph\">\nEste ejercicio nacional cont\u00f3 con la colaboraci\u00f3n de diversas instituciones acad\u00e9micas y organismos especializados,\nincluyendo ANUIES, UNAM, Tecnol\u00f3gico de Monterrey, Universidad de Guadalajara, UAM, Universidad An\u00e1huac,\nEl Colegio de M\u00e9xico y el Observatorio Interinstitucional de Inteligencia Artificial en la Educaci\u00f3n Superior.\n<\/p>\n\n\n\n<p class=\"justify-text wp-block-paragraph\">\nLos datos presentados provienen de la participaci\u00f3n de docentes y estudiantes de la instituci\u00f3n, y constituyen\nun insumo estrat\u00e9gico para el an\u00e1lisis del uso de herramientas de inteligencia artificial generativa,\nas\u00ed como para la definici\u00f3n de pol\u00edticas, estrategias y acciones de mejora en el \u00e1mbito educativo.\n<\/p>\n\n\n\n<p class=\"has-base-3-color has-text-color has-link-color wp-elements-0122941575e5dfb6d15ef1a87253dc5a wp-block-paragraph\">Para consulta p\u00fablica, ponemos a su disposici\u00f3n los documentos generados a partir de este ejercicio en el siguiente enlace:<\/p>\n\n\n\n<p class=\"has-text-color has-link-color wp-elements-1cde4591d902c60f7f6e926c6fbcbe15 wp-block-paragraph\" style=\"color:#37d4ff\"><a href=\"https:\/\/www.gob.mx\/sep\/documentos\/usos-y-percepciones-sobre-inteligencia-artificial-generativa-en-la-educacion-superior-en-mexico\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/www.gob.mx\/sep\/documentos\/usos-y-percepciones-sobre-inteligencia-artificial-generativa-en-la-educacion-superior-en-mexico<\/a><\/p>\n<\/div><\/div>\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-1046","page","type-page","status-publish"],"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/pages\/1046","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/comments?post=1046"}],"version-history":[{"count":57,"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/pages\/1046\/revisions"}],"predecessor-version":[{"id":1244,"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/pages\/1046\/revisions\/1244"}],"wp:attachment":[{"href":"https:\/\/colmenia.ugto.mx\/index.php\/wp-json\/wp\/v2\/media?parent=1046"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}