{"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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">\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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\">\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 class=\"wp-block-paragraph\">\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 class=\"wp-block-paragraph\"><\/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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><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 class=\"wp-block-paragraph\"><\/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":1,"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 v28.6 - 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 ? 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