{"id":192,"date":"2025-05-09T14:37:36","date_gmt":"2025-05-09T18:37:36","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=192"},"modified":"2025-05-09T14:43:21","modified_gmt":"2025-05-09T18:43:21","slug":"understanding-ai-hallucinations","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/es\/understanding-ai-hallucinations\/","title":{"rendered":"Comprender las alucinaciones de la IA"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"585\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-1024x585.jpeg\" alt=\"\" class=\"wp-image-193\" srcset=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-1024x585.jpeg 1024w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-300x171.jpeg 300w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-768x439.jpeg 768w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-1536x878.jpeg 1536w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations-18x10.jpeg 18w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations.jpeg 1792w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>Alucinaciones AI<\/strong>&nbsp;son un problema de la inteligencia artificial moderna que hace que los modelos de IA generen informaci\u00f3n incorrecta, fabricada o sin sentido. Averig\u00fcemos por qu\u00e9 ocurre esto y por qu\u00e9 son importantes.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u00bfQu\u00e9 son las alucinaciones AI?<\/h2>\n\n\n\n<p>AI alucinaciones suceder\u00a0<strong>cuando los sistemas de IA producen contenidos que no tienen base en sus datos de entrenamiento o no se ajustan a la realidad.<\/strong>. Estos errores no son aleatorios y a veces se fabrican de forma que \"tengan sentido\", aunque sean completamente falsos. A menudo son dif\u00edciles de detectar.<\/p>\n\n\n\n<p><strong>Algunos ejemplos son:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\">Citar trabajos de investigaci\u00f3n o libros inexistentes<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\">Creaci\u00f3n de acontecimientos hist\u00f3ricos falsos<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\">Inventar especificaciones t\u00e9cnicas para los productos<\/li>\n\n\n\n<li>Generar explicaciones convincentes pero falsas<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u00bfPor qu\u00e9 se producen las alucinaciones?<\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Finalizaci\u00f3n del patr\u00f3n:<\/strong>&nbsp;Los modelos de IA est\u00e1n dise\u00f1ados para reconocer y ampliar patrones. Ante la incertidumbre, intentan completar de formas que parecen l\u00f3gicas, pero acaban inventando cosas.<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Limitaciones de la formaci\u00f3n:<\/strong>&nbsp;Los modelos de IA s\u00f3lo pueden conocer aquello para lo que han sido entrenados. Por lo tanto, pueden generar una respuesta que se ajuste al formato de las respuestas correctas sin disponer de la informaci\u00f3n real.<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Confianza sin precisi\u00f3n:<\/strong>&nbsp;A diferencia de los humanos,&nbsp;<strong>Los sistemas de IA no saben decir \"no lo s\u00e9\".<\/strong>a menos que est\u00e9n espec\u00edficamente dise\u00f1ados para ello. Proporcionan respuestas con confianza independientemente de la certeza.<\/li>\n\n\n\n<li><strong>Sin conexi\u00f3n a tierra en el mundo real:<\/strong>&nbsp;Puede resultar obvio, pero los sistemas de IA no tienen una verdadera \"comprensi\u00f3n del mundo real\". S\u00f3lo procesan patrones ling\u00fc\u00edsticos.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u00bfPor qu\u00e9 son importantes las alucinaciones de la IA?<\/h2>\n\n\n\n<p>He aqu\u00ed algunos retos a los que nos enfrentamos debido a este fen\u00f3meno:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Riesgos de desinformaci\u00f3n:<\/strong>&nbsp;Las personas podr\u00edan tomar decisiones basadas en informaci\u00f3n incorrecta generada por la IA.<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Cuestiones de confianza:<\/strong>&nbsp;Las alucinaciones frecuentes minan la confianza en los sistemas de IA.<\/li>\n\n\n\n<li><strong>Cuestiones de seguridad:<\/strong>&nbsp;En aplicaciones cr\u00edticas como la sanidad o la abogac\u00eda, la informaci\u00f3n alucinada podr\u00eda dar lugar a resultados perjudiciales.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">C\u00f3mo detectar y tratar las alucinaciones AI<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Verificar la informaci\u00f3n cr\u00edtica<\/strong>&nbsp;de fuentes fiables<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Pedir citas o fuentes<\/strong>&nbsp;cuando sea necesario<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>Extreme las precauciones<\/strong>&nbsp;con tipos espec\u00edficos de datos como nombres, fechas y estad\u00edsticas<\/li>\n\n\n\n<li>Tenga en cuenta que, aunque los sistemas de IA son&nbsp;<strong>confiado por defecto<\/strong>,&nbsp;<strong>confianza no equivale a precisi\u00f3n<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">Perspectiva de futuro<\/h2>\n\n\n\n<p>A medida que evolucionan los sistemas de IA, el reto que plantean las alucinaciones se sit\u00faa en la frontera de la investigaci\u00f3n actual. El objetivo no es solo crear sistemas que sepan lo que hacen, sino que sean fiables sobre lo que saben y lo que no.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">Leer m\u00e1s sobre AI Hallucinations:<\/h3>\n\n\n\n<p><strong>IBM:<\/strong> <a href=\"https:\/\/www.ibm.com\/think\/topics\/ai-hallucinations\">https:\/\/www.ibm.com\/think\/topics\/ai-hallucinations<\/a><\/p>\n\n\n\n<p><strong>Google:<\/strong> <a href=\"https:\/\/cloud.google.com\/discover\/what-are-ai-hallucinations\">https:\/\/cloud.google.com\/discover\/what-are-ai-hallucinations<\/a><\/p>\n\n\n\n<p><strong>Wikipedia:<\/strong> <a href=\"https:\/\/en.wikipedia.org\/wiki\/Hallucination_(artificial_intelligence)\">https:\/\/en.wikipedia.org\/wiki\/Hallucination_(artificial_intelligence)<\/a><\/p>\n\n\n\n<p><\/p>","protected":false},"excerpt":{"rendered":"<p>AI hallucinations&nbsp;are a modern artificial intelligence problem that makes AI models generate incorrect, fabricated, or nonsensical information. Let\u2019s find out why this happens and why they matter. What are AI Hallucinations? AI hallucinations happen\u00a0when AI systems produce content that has no basis in their training data or doesn\u2019t align with reality. These errors aren\u2019t random [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[51,28,50,11],"class_list":["post-192","post","type-post","status-publish","format-standard","hentry","category-ai-article","tag-ai-hallucinations","tag-genai","tag-hallucinations","tag-understanding-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Understanding AI Hallucinations - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"Why do AI Systems sometimes provide incorrect and fabricated information ? In this short article, we will discover AI Hallucinations.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessphysics.ai\/es\/understanding-ai-hallucinations\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Understanding AI Hallucinations - Business Physics AI Lab\" \/>\n<meta property=\"og:description\" content=\"Why do AI Systems sometimes provide incorrect and fabricated information ? 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