{"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\/zh\/understanding-ai-hallucinations\/","title":{"rendered":"\u77ad\u89e3 AI \u5e7b\u89ba"},"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>AI \u5e7b\u89ba<\/strong>&nbsp;\u662f\u4e00\u7a2e\u73fe\u4ee3\u4eba\u5de5\u667a\u6167\u554f\u984c\uff0c\u6703\u8b93\u4eba\u5de5\u667a\u6167\u6a21\u578b\u7522\u751f\u4e0d\u6b63\u78ba\u3001\u634f\u9020\u6216\u7121\u610f\u7fa9\u7684\u8cc7\u8a0a\u3002\u8b93\u6211\u5011\u4f86\u77ad\u89e3\u70ba\u4f55\u6703\u767c\u751f\u9019\u7a2e\u60c5\u6cc1\uff0c\u4ee5\u53ca\u5b83\u5011\u70ba\u4f55\u91cd\u8981\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u4ec0\u9ebc\u662f AI \u5e7b\u89ba\uff1f<\/h2>\n\n\n\n<p>\u767c\u751f AI \u5e7b\u89ba\u00a0<strong>\u7576 AI \u7cfb\u7d71\u7522\u751f\u7684\u5167\u5bb9\u5728\u5176\u8a13\u7df4\u8cc7\u6599\u4e2d\u6c92\u6709\u57fa\u790e\u6216\u8207\u73fe\u5be6\u4e0d\u7b26\u6642<\/strong>.\u9019\u4e9b\u932f\u8aa4\u4e0d\u662f\u96a8\u6a5f\u767c\u751f\u7684\uff0c\u6709\u6642\u662f\u4ee5\u4e00\u7a2e\u300c\u8aaa\u5f97\u901a\u300d\u7684\u65b9\u5f0f\u7de8\u9020\u51fa\u4f86\u7684\uff0c\u96d6\u7136\u5b8c\u5168\u662f\u5047\u7684\u3002\u5b83\u5011\u901a\u5e38\u5f88\u96e3\u88ab\u767c\u73fe\u3002<\/p>\n\n\n\n<p><strong>\u7bc4\u4f8b\u5305\u62ec<\/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)\">\u5f15\u7528\u4e0d\u5b58\u5728\u7684\u7814\u7a76\u8ad6\u6587\u6216\u66f8\u7c4d<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\">\u88fd\u9020\u865b\u5047\u7684\u6b77\u53f2\u4e8b\u4ef6<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\">\u767c\u660e\u7522\u54c1\u7684\u6280\u8853\u898f\u683c<\/li>\n\n\n\n<li>\u7522\u751f\u4ee4\u4eba\u4fe1\u670d\u4f46\u932f\u8aa4\u7684\u89e3\u91cb<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u70ba\u4ec0\u9ebc\u6703\u7522\u751f\u5e7b\u89ba\uff1f<\/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>\u6a23\u5f0f\u5b8c\u6210\uff1a<\/strong>&nbsp;AI \u6a21\u578b\u7684\u8a2d\u8a08\u662f\u70ba\u4e86\u8b58\u5225\u548c\u5ef6\u4f38\u6a21\u5f0f\u3002\u7576\u4e0d\u78ba\u5b9a\u6642\uff0c\u5b83\u5011\u6703\u5617\u8a66\u4ee5\u770b\u4f3c\u5408\u4e4e\u908f\u8f2f\u7684\u65b9\u5f0f\u4f86\u5b8c\u6210\uff0c\u4f46\u7d50\u679c\u537b\u662f\u80e1\u601d\u4e82\u60f3\u3002<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>\u8a13\u7df4\u9650\u5236\uff1a<\/strong>&nbsp;AI \u6a21\u578b\u53ea\u80fd\u77e5\u9053\u5b83\u5011\u6240\u63a5\u53d7\u8a13\u7df4\u7684\u5167\u5bb9\u3002\u56e0\u6b64\uff0c\u5b83\u5011\u53ef\u80fd\u6703\u5728\u6c92\u6709\u5be6\u969b\u8cc7\u8a0a\u7684\u60c5\u6cc1\u4e0b\uff0c\u7522\u751f\u7b26\u5408\u6b63\u78ba\u7b54\u6848\u683c\u5f0f\u7684\u56de\u61c9\u3002<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>\u6c92\u6709\u7cbe\u78ba\u5ea6\u7684\u4fe1\u5fc3\uff1a<\/strong>&nbsp;\u8207\u4eba\u985e\u4e0d\u540c\u3001&nbsp;<strong>AI \u7cfb\u7d71\u6c92\u6709\u8aaa \u300c\u6211\u4e0d\u77e5\u9053 \u300d\u7684\u597d\u65b9\u6cd5<\/strong>\u9664\u975e\u7279\u5225\u8a2d\u8a08\u3002\u7121\u8ad6\u662f\u5426\u6709\u628a\u63e1\uff0c\u5b83\u5011\u90fd\u80fd\u63d0\u4f9b\u6709\u628a\u63e1\u7684\u7b54\u6848\u3002<\/li>\n\n\n\n<li><strong>\u7121\u5be6\u969b\u63a5\u5730\uff1a<\/strong>&nbsp;\u9019\u53ef\u80fd\u5f88\u660e\u986f\uff0c\u4f46 AI \u7cfb\u7d71\u6c92\u6709\u771f\u6b63\u300c\u4e86\u89e3\u771f\u5be6\u4e16\u754c\u300d\u3002\u5b83\u5011\u53ea\u80fd\u8655\u7406\u8a9e\u8a00\u6a21\u5f0f\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u70ba\u4ec0\u9ebc AI \u5e7b\u89ba\u5f88\u91cd\u8981\uff1f<\/h2>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u6211\u5011\u56e0\u9019\u7a2e\u73fe\u8c61\u800c\u9762\u5c0d\u7684\u4e00\u4e9b\u6311\u6230\uff1a<\/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>\u932f\u8aa4\u8cc7\u8a0a\u98a8\u96aa\uff1a<\/strong>&nbsp;\u4eba\u5011\u53ef\u80fd\u6703\u6839\u64da\u932f\u8aa4\u7684 AI \u751f\u6210\u8cc7\u8a0a\u505a\u51fa\u6c7a\u7b56\u3002<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>\u4fe1\u4efb\u554f\u984c\uff1a<\/strong>&nbsp;\u983b\u7e41\u7684\u5e7b\u89ba\u7834\u58de\u4e86\u5c0d AI \u7cfb\u7d71\u7684\u4fe1\u4efb\u3002<\/li>\n\n\n\n<li><strong>\u5b89\u5168\u554f\u984c\uff1a<\/strong>&nbsp;\u5728\u91ab\u7642\u7167\u8b77\u6216\u6cd5\u5f8b\u7b49\u91cd\u8981\u61c9\u7528\u4e2d\uff0c\u7522\u751f\u5e7b\u89ba\u7684\u8cc7\u8a0a\u53ef\u80fd\u6703\u5c0e\u81f4\u6709\u5bb3\u7684\u7d50\u679c\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u5982\u4f55\u767c\u73fe\u548c\u8655\u7406 AI \u5e7b\u89ba<\/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>\u9a57\u8b49\u95dc\u9375\u8cc7\u8a0a<\/strong>&nbsp;\u4f86\u81ea\u53ef\u4fe1\u8cf4\u7684\u4f86\u6e90<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>\u8981\u6c42\u63d0\u4f9b\u5f15\u6587\u6216\u8cc7\u6599\u4f86\u6e90<\/strong>&nbsp;\u5fc5\u8981\u6642<\/li>\n\n\n\n<li style=\"margin-top:var(--wp--preset--spacing--10);margin-bottom:var(--wp--preset--spacing--10)\"><strong>\u52a0\u500d\u5c0f\u5fc3<\/strong>&nbsp;\u7279\u5b9a\u985e\u578b\u7684\u8cc7\u6599\uff0c\u4f8b\u5982\u59d3\u540d\u3001\u65e5\u671f\u548c\u7d71\u8a08\u8cc7\u6599<\/li>\n\n\n\n<li>\u8acb\u8a18\u4f4f\uff0c\u96d6\u7136 AI \u7cfb\u7d71&nbsp;<strong>\u9810\u8a2d\u81ea\u4fe1<\/strong>,&nbsp;<strong>\u4fe1\u5fc3\u4e0d\u7b49\u65bc\u7cbe\u78ba\u5ea6<\/strong><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u672a\u4f86\u5c55\u671b<\/h2>\n\n\n\n<p>\u96a8\u8457\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u6f14\u9032\uff0c\u5e7b\u89ba\u6240\u5e36\u4f86\u7684\u6311\u6230\u662f\u76ee\u524d\u7814\u7a76\u7684\u524d\u6cbf\u3002\u6211\u5011\u7684\u76ee\u6a19\u4e0d\u53ea\u662f\u8981\u5275\u9020\u51fa\u77e5\u8b58\u6df5\u535a\u7684\u7cfb\u7d71\uff0c\u6211\u5011\u9084\u8981\u5275\u9020\u51fa\u5c0d\u65bc\u81ea\u5df1\u77e5\u9053\u548c\u4e0d\u77e5\u9053\u7684\u4e8b\u60c5\u90fd\u80fd\u8aa0\u5be6\u53ef\u9760\u7684\u7cfb\u7d71\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<h3 class=\"wp-block-heading\" style=\"margin-top:var(--wp--preset--spacing--30)\">\u95b1\u8b80\u66f4\u591a\u95dc\u65bc AI \u5e7b\u89ba\u7684\u8cc7\u8a0a\uff1a<\/h3>\n\n\n\n<p><strong>IBM\uff1a<\/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\uff1a<\/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>\u7dad\u57fa\u767e\u79d1\uff1a<\/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\/zh\/understanding-ai-hallucinations\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\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 ? In this short article, we will discover AI Hallucinations.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/businessphysics.ai\/zh\/understanding-ai-hallucinations\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Physics AI Lab\" \/>\n<meta property=\"article:published_time\" content=\"2025-05-09T18:37:36+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-05-09T18:43:21+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/05\/AI-Hallucinations.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1792\" \/>\n\t<meta property=\"og:image:height\" content=\"1024\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Thomas Bedard\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Thomas Bedard\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u8a08\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/\"},\"author\":{\"name\":\"Thomas Bedard\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#\\\/schema\\\/person\\\/337b2d796da9445d118014b3f47fd0f9\"},\"headline\":\"Understanding AI Hallucinations\",\"datePublished\":\"2025-05-09T18:37:36+00:00\",\"dateModified\":\"2025-05-09T18:43:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/\"},\"wordCount\":411,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/AI-Hallucinations-1024x585.jpeg\",\"keywords\":[\"AI Hallucinations\",\"GenAI\",\"Hallucinations\",\"Understanding AI\"],\"articleSection\":[\"AI Article\"],\"inLanguage\":\"zh-HK\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/\",\"name\":\"Understanding AI Hallucinations - Business Physics AI Lab\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/understanding-ai-hallucinations\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/05\\\/AI-Hallucinations-1024x585.jpeg\",\"datePublished\":\"2025-05-09T18:37:36+00:00\",\"dateModified\":\"2025-05-09T18:43:21+00:00\",\"description\":\"Why do AI Systems sometimes provide incorrect and fabricated information ? 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