{"id":4688,"date":"2025-10-16T10:50:29","date_gmt":"2025-10-16T13:50:29","guid":{"rendered":"https:\/\/matrixgo.ai\/?p=4688"},"modified":"2025-10-16T10:50:29","modified_gmt":"2025-10-16T13:50:29","slug":"infraestrutura-para-ia-e-preciso-ter-uma-base-solida-para-ia-do-amanha","status":"publish","type":"post","link":"https:\/\/matrixgo.ai\/es\/infraestrutura-para-ia-e-preciso-ter-uma-base-solida-para-ia-do-amanha\/","title":{"rendered":"Infraestructura para la IA: Se necesita una base s\u00f3lida para la IA del ma\u00f1ana"},"content":{"rendered":"<p class=\"wp-block-paragraph\">MATRIX GO en los MEDIOS<br>Art\u00edculo original en: InforChannel: <a href=\"https:\/\/inforchannel.com.br\/2025\/09\/20\/infraestrutura-para-ia-e-preciso-ter-uma-base-solida-para-ia-do-amanha\/\">https:\/\/inforchannel.com.br\/2025\/09\/20\/infraestrutura-para-ia-e-preciso-ter-uma-base-solida-para-ia-do-amanha\/<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">La inteligencia artificial se est\u00e1 extendiendo a todos los sectores de la econom\u00eda y la vida cotidiana. Pronto, cada sitio web, aplicaci\u00f3n o negocio contar\u00e1 con su propio asistente de IA, que operar\u00e1 en tiempo real, personalizando experiencias y optimizando decisiones. Pero para que este avance alcance su escala, persiste un desaf\u00edo t\u00e9cnico: la infraestructura.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para satisfacer la creciente demanda de procesamiento, almacenamiento y conectividad, ser\u00e1 necesario un salto de calidad en los sistemas que soporten esta nueva era digital.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Las empresas de telecomunicaciones, en particular, desempe\u00f1ar\u00e1n un papel decisivo. Necesitan invertir ahora para garantizar que sus redes y centros de datos est\u00e9n preparados para soportar los servicios de IA que surgir\u00e1n en los pr\u00f3ximos a\u00f1os.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Para profundizar m\u00e1s en este tema, escuchamos <strong>Nicola S\u00e1nchez, CEO de <a href=\"https:\/\/matrixgo.ai\">Matriz Go<\/a><\/strong>, empresa especializada en sistemas de Inteligencia Artificial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Comparti\u00f3 su perspectiva sobre los principales obst\u00e1culos, las transformaciones tecnol\u00f3gicas en curso y el panorama geopol\u00edtico que ya est\u00e1 surgiendo en torno a la infraestructura de IA.&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Falta de chips, energ\u00eda y talento: los cuellos de botella de la IA<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;Uno de los principales obst\u00e1culos es la escasez de hardware, como GPU y chips, para escalar la IA&quot;, afirma S\u00e1nchez. Seg\u00fan el experto, &quot;esta infraestructura no solo es cara, sino que a\u00fan es bastante limitada por el momento&quot;.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Seg\u00fan \u00e9l, empresas como Nvidia, Google e Intel han estado expandiendo sus f\u00e1bricas para satisfacer la explosi\u00f3n de la demanda, pero el ritmo de producci\u00f3n a\u00fan no se adapta al ritmo de la innovaci\u00f3n. Al mismo tiempo, crece la preocupaci\u00f3n por el consumo energ\u00e9tico, convirti\u00e9ndose en un factor cr\u00edtico para la expansi\u00f3n sostenible de los modelos de IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;Este es un punto que encarece la evoluci\u00f3n y, en algunos lugares, incluso la hace inviable. La energ\u00eda es un verdadero l\u00edmite f\u00edsico&quot;, enfatiza S\u00e1nchez.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">El capital humano tambi\u00e9n es un obst\u00e1culo para el desarrollo de la IA. S\u00e1nchez lo ilustra con un ejemplo de su propia organizaci\u00f3n: \u00abEn Matrix Go, capacitamos a todo nuestro equipo, sin excepci\u00f3n, para que comprenda c\u00f3mo funcionan los motores de IA. Pero s\u00e9 que esta no es la realidad de muchas empresas. Si ya existe una falta de conocimientos b\u00e1sicos, imag\u00ednense la falta de conocimientos t\u00e9cnicos y operativos\u00bb.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Se entiende que las empresas y startups han estado reaccionando a este escenario con programas de formaci\u00f3n acelerada, en un intento de mitigar el d\u00e9ficit de profesionales con habilidades espec\u00edficas en Inteligencia Artificial.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sin embargo, debemos ir m\u00e1s all\u00e1. En opini\u00f3n de S\u00e1nchez, es fundamental impulsar programas educativos para garantizar que cada vez haya m\u00e1s personal especializado en IA.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Futurecom, evento l\u00edder en conectividad e innovaci\u00f3n en Latinoam\u00e9rica, se prepara para celebrar su 30.\u00aa edici\u00f3n del 30 de septiembre al 2 de octubre de 2025 en la Expo S\u00e3o Paulo. Contar\u00e1 con m\u00e1s de 250 marcas expositoras, dos espacios de contenido abiertos a los visitantes y cinco auditorios para las \u00e1reas de conferencias Future Congress, Future Cyber y Future GOV. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>El futuro no est\u00e1 en los mismos chips de siempre<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Cabe destacar que la infraestructura de IA requiere m\u00e1s que redes robustas: requiere chips capaces de gestionar la complejidad de los modelos y la velocidad de inferencia. Seg\u00fan S\u00e1nchez, esto no ser\u00e1 posible con los componentes tradicionales.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201cEs natural que el hardware convencional tenga limitaciones frente a la escalabilidad global de la IA y sus aplicaciones en tiempo real\u201d, observa.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">En este contexto destacan tres tecnolog\u00edas emergentes:<br><strong>Circuitos integrados de aplicaci\u00f3n espec\u00edfica (ASIC)<\/strong><strong>):<\/strong>&nbsp;chips personalizados para tareas espec\u00edficas de IA, con una eficiencia energ\u00e9tica extremadamente alta;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Matrices de puertas programables en campo (FPGA)<\/strong><strong>):<\/strong>&nbsp;reprogramable, ofrece flexibilidad y alto rendimiento en aplicaciones espec\u00edficas;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Unidades de procesamiento neuronal (NPU)<\/strong><strong>):<\/strong>&nbsp;procesadores especializados en redes neuronales, cada vez m\u00e1s presentes en Data Centers y dispositivos Edge.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Estas innovaciones est\u00e1n transformando el dise\u00f1o de los centros de datos e impactando directamente en las decisiones de los operadores y proveedores de tecnolog\u00eda.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>La infraestructura como poder estrat\u00e9gico<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">M\u00e1s que un simple activo tecnol\u00f3gico, la infraestructura de IA se ha convertido en un factor de poder geopol\u00edtico. S\u00e1nchez advierte que pa\u00edses como China, Estados Unidos e India se encuentran en una verdadera carrera por dominar este territorio.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;Veo que la infraestructura ya representa un nuevo poder estrat\u00e9gico. La batalla ya ha comenzado, silenciosa pero intensa&quot;, dice el ejecutivo.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Este movimiento est\u00e1 impulsando el desarrollo de modelos de IA m\u00e1s \u00e1giles y eficientes, con el potencial de acelerar a\u00fan m\u00e1s la adopci\u00f3n de la tecnolog\u00eda a escala global.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;Cada sitio web, aplicaci\u00f3n y empresa tendr\u00e1 su propio asistente de IA. La infraestructura debe adaptarse a este escenario&quot;, predice S\u00e1nchez.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Sin embargo, el problema energ\u00e9tico sigue siendo un obst\u00e1culo. Seg\u00fan nuestro entrevistado: \u00abLa propia OpenAI ya ha advertido que los l\u00edmites de la IA residen en la disponibilidad y la eficiencia energ\u00e9tica. Esto seguir\u00e1 siendo un tema clave en los pr\u00f3ximos a\u00f1os\u00bb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>La misi\u00f3n de las telecomunicaciones: construir el suelo digital<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Para respaldar la explosi\u00f3n de servicios y aplicaciones basados en IA, los operadores de telecomunicaciones deber\u00e1n repensar su papel e invertir en \u00e1reas como:<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Ampliaci\u00f3n y modernizaci\u00f3n de las redes, especialmente con la llegada del 5G y 6G;<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Integraci\u00f3n de computaci\u00f3n de borde, acercando el procesamiento al usuario final;<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Alianzas con centros de datos y nubes especializadas en IA;<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Adopci\u00f3n de fuentes de energ\u00eda m\u00e1s limpias y eficientes; y<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><em>Formar talento t\u00e9cnico para desarrollar y operar estas soluciones.<\/em><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">&quot;La infraestructura ya no es un detalle t\u00e9cnico; se ha convertido en la columna vertebral del futuro digital. Quien domine esta base dominar\u00e1 los servicios y las experiencias que moldear\u00e1n el mundo en los pr\u00f3ximos a\u00f1os&quot;, concluye S\u00e1nchez.<\/p>","protected":false},"excerpt":{"rendered":"<p>Las barreras de infraestructura y regulatorias retrasan la evoluci\u00f3n tecnol\u00f3gica.<\/p>","protected":false},"author":26,"featured_media":4690,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","_joinchat":[],"footnotes":""},"categories":[41,48,389,665,642,39,49,40,373],"tags":[621,70,674,66,155,628,185,217,680,72,54,404,81],"class_list":["post-4688","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-atendimento","category-call-center","category-chatbot","category-gestao","category-ia","category-inteligencia-artificial","category-protocolo","category-provedores","category-tecnologia","tag-agentes-de-ia","tag-ai","tag-assistentes-de-ia","tag-automacao","tag-chatbot","tag-evolucao","tag-gestao","tag-ia","tag-infraestrutura","tag-inteligencia-artificial","tag-matrix","tag-matrix-go","tag-tecnologia"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Infraestrutura para IA: \u00e9 preciso ter uma base s\u00f3lida para IA do amanh\u00e3 - Matrix Go<\/title>\n<meta name=\"description\" content=\"Infraestrutura para IA: \u00e9 preciso ter uma base s\u00f3lida para IA do amanh\u00e3. 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