{"id":30523,"date":"2025-07-31T09:09:18","date_gmt":"2025-07-31T15:09:18","guid":{"rendered":"https:\/\/otech.uaeh.edu.mx\/noti\/?p=30523"},"modified":"2025-10-24T14:33:36","modified_gmt":"2025-10-24T20:33:36","slug":"asi-cambiara-la-industria-automotriz-con-ia-y-aprendizaje-automatico","status":"publish","type":"post","link":"https:\/\/otech.uaeh.edu.mx\/noti\/automotriz\/asi-cambiara-la-industria-automotriz-con-ia-y-aprendizaje-automatico\/","title":{"rendered":"As\u00ed cambiar\u00e1 la industria automotriz con IA y aprendizaje autom\u00e1tico"},"content":{"rendered":"<p>La\u00a0industria automotriz\u00a0ya no gira solo en torno a motores, transmisiones y dise\u00f1o. Hoy, los\u00a0veh\u00edculos\u00a0deben\u00a0aprender,\u00a0decidir\u00a0y\u00a0adaptarse. Esa es la raz\u00f3n por la que la\u00a0inteligencia artificial (IA)\u00a0y el\u00a0aprendizaje autom\u00e1tico\u00a0se consolidan como habilidades imprescindibles para el talento que quiera mantenerse vigente hacia 2030.<\/p>\n<p>Durante su intervenci\u00f3n en el GTI Summit, Ricardo Swain Oropeza, decano de la Facultad de Ingenier\u00eda y Ciencias del Tecnol\u00f3gico de Monterrey, fue directo:<\/p>\n<p>\u201cLa IA no va a reemplazar a los ingenieros, pero los ingenieros que no usen IA, s\u00ed ser\u00e1n reemplazados\u201d, dijo.<\/p>\n<p>El mensaje es claro: el dominio de la\u00a0inteligencia artificial\u00a0no es opcional. Ya no se trata solo de conocer el concepto, sino de saber c\u00f3mo\u00a0entrenar modelos,\u00a0interpretar grandes vol\u00famenes de datos,\u00a0tomar decisiones en tiempo real\u00a0y adaptarse al entorno.<\/p>\n<h3><strong>Tecnolog\u00edas que transforman el veh\u00edculo inteligente<\/strong><\/h3>\n<p>Los sistemas actuales \u2014asistencia al conductor,\u00a0mantenimiento predictivo,\u00a0navegaci\u00f3n aut\u00f3noma,\u00a0personalizaci\u00f3n del usuario\u2014 ya dependen de algoritmos de\u00a0IA. Y su implementaci\u00f3n exige que el talento tenga habilidades para trabajar con\u00a0flujos de datos,\u00a0sensores\u00a0y herramientas de\u00a0entrenamiento de modelos.<\/p>\n<p>Swain explic\u00f3 que estas\u00a0competencias\u00a0no solo est\u00e1n en los laboratorios del futuro. Ya se aplican en campus universitarios y empresas que desarrollan\u00a0veh\u00edculos\u00a0capaces de\u00a0identificar obst\u00e1culos,\u00a0trazar rutas,\u00a0optimizar recursos\u00a0o\u00a0adaptarse a condiciones inesperadas, usando\u00a0inteligencia artificial\u00a0directamente desde el veh\u00edculo, sin necesidad de conexi\u00f3n a la nube.<\/p>\n<p>Una de las habilidades clave es desarrollar sistemas que puedan operar\u00a0&#8220;on the edge&#8221;, es decir,\u00a0procesar datos de forma local, sin depender de servidores externos. Esto requiere comprender c\u00f3mo funciona el\u00a0hardware, pero tambi\u00e9n c\u00f3mo\u00a0adaptar modelos entrenados\u00a0para que sean eficientes y r\u00e1pidos en condiciones reales.<\/p>\n<blockquote><p>\u201cEl que no entienda lo que le est\u00e1 pidiendo a una IA, tampoco entender\u00e1 los resultados. Y eso es peligroso cuando hablamos de veh\u00edculos que transportan personas o mercanc\u00edas\u201d, advirti\u00f3.<\/p><\/blockquote>\n<h3><strong>La IA impulsa nuevas competencias en el talento automotriz<\/strong><\/h3>\n<p>Con el auge de plataformas como\u00a0ChatGPT,\u00a0Copilot\u00a0o\u00a0asistentes predictivos, muchos j\u00f3venes creen que la IA har\u00e1 el trabajo por ellos. Pero la realidad es que la\u00a0ventaja competitiva\u00a0est\u00e1 en saber\u00a0integrarla estrat\u00e9gicamente, no solo usarla superficialmente.<\/p>\n<p>De cara al 2030, los\u00a0ingenieros e ingenieras\u00a0capaces de dise\u00f1ar\u00a0veh\u00edculos que piensen, se anticipen y tomen decisiones\u00a0seguras y eficientes\u00a0ser\u00e1n quienes definan el rumbo de la\u00a0industria automotriz.<\/p>\n<p>Fuente:<\/p>\n<p>Mexico Industry(2025, 29 de julio). As\u00ed cambiar\u00e1 la industria automotriz con IA y aprendizaje autom\u00e1tico. Recuperado el 31 de julio de 2025, de: <a href=\"https:\/\/mexicoindustry.com\/noticia\/asi-cambiara-la-industria-automotriz-con-ia-y-aprendizaje-automatico\">https:\/\/mexicoindustry.com\/noticia\/asi-cambiara-la-industria-automotriz-con-ia-y-aprendizaje-automatico<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>La\u00a0industria automotriz\u00a0ya no gira solo en torno a motores, transmisiones y dise\u00f1o. Hoy, los\u00a0veh\u00edculos\u00a0deben\u00a0aprender,\u00a0decidir\u00a0y\u00a0adaptarse. Esa es la raz\u00f3n por la que la\u00a0inteligencia artificial (IA)\u00a0y el\u00a0aprendizaje autom\u00e1tico\u00a0se consolidan como habilidades imprescindibles para el talento que quiera mantenerse vigente hacia 2030. Durante su intervenci\u00f3n en el GTI Summit, Ricardo Swain Oropeza, decano de la Facultad de Ingenier\u00eda [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":30524,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[373],"tags":[],"class_list":["post-30523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-automotriz"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.7 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>As\u00ed cambiar\u00e1 la industria automotriz con IA y aprendizaje autom\u00e1tico - Observatorio Tecnol\u00f3gico de Hidalgo<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/otech.uaeh.edu.mx\/noti\/automotriz\/asi-cambiara-la-industria-automotriz-con-ia-y-aprendizaje-automatico\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"As\u00ed cambiar\u00e1 la industria automotriz con IA y aprendizaje autom\u00e1tico - Observatorio Tecnol\u00f3gico de Hidalgo\" \/>\n<meta property=\"og:description\" content=\"La\u00a0industria automotriz\u00a0ya no gira solo en torno a motores, transmisiones y dise\u00f1o. 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