{"id":11524,"date":"2025-12-26T14:31:52","date_gmt":"2025-12-26T06:31:52","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=11524"},"modified":"2025-12-26T14:31:57","modified_gmt":"2025-12-26T06:31:57","slug":"ai-dumb","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/ai-dumb","title":{"rendered":"AI \u6b63\u5728\u8b8a\u7b28\uff0c\u800c\u4f60\u4e5f\u662f\uff1f\u63ed\u958b\u300c\u6a21\u578b\u5d29\u6f70\u300d\u8207\u300c\u8a8d\u77e5\u8ca0\u50b5\u300d\u7684\u96d9\u91cd\u5371\u6a5f"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\"><strong>\u5f15\u8a00\uff1a\u4e00\u500b\u4ee4\u4eba\u4e0d\u5b89\u7684\u5171\u9cf4<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u662f\u5426\u66fe\u6709\u904e\u9019\u6a23\u7684\u77ac\u9593\uff1a\u5728\u8655\u7406\u4e00\u9805\u4efb\u52d9\u6642\uff0c\u4e0b\u610f\u8b58\u5730\u5c31\u60f3\u6253\u958b ChatGPT\uff0c\u7136\u5f8c\u731b\u7136\u9a5a\u89ba\u2014\u2014\u81ea\u5df1\u7684\u5927\u8166\u4f3c\u4e4e\u6b63\u5728\u300c\u751f\u93fd\u300d\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u6709\u9019\u7a2e\u611f\u89ba\uff0c\u4f60\u4e26\u4e0d\u5b64\u55ae\u3002\u6839\u64da<a href=\"https:\/\/www.media.mit.edu\/publications\/your-brain-on-chatgpt\/\" target=\"_blank\" rel=\"noopener\">\u9ebb\u7701\u7406\u5de5\u5b78\u9662\uff08MIT\uff09\u5a92\u9ad4\u5be6\u9a57\u5ba4 2025 \u5e74\u767c\u5e03\u7684\u7814\u7a76<\/a>\uff0c\u9577\u671f\u4f7f\u7528 ChatGPT \u7684\u53d7\u8a66\u8005\u5728\u795e\u7d93\u6d3b\u52d5\u3001\u8a9e\u8a00\u8868\u73fe\u548c\u884c\u70ba\u5c64\u9762\u4e0a\uff0c\u90fd\u5448\u73fe\u51fa\u660e\u986f\u7684\u4e0b\u964d\u8da8\u52e2\u3002\u7814\u7a76\u4eba\u54e1\u5c07\u9019\u7a2e\u73fe\u8c61\u7a31\u70ba\u300c\u8a8d\u77e5\u8ca0\u50b5\u300d\uff08Cognitive Debt\uff09\u2014\u2014\u7576\u6211\u5011\u6301\u7e8c\u4f9d\u8cf4 AI \u4f86\u5b8c\u6210\u601d\u8003\u4efb\u52d9\u6642\uff0c\u6211\u5011\u7684\u5927\u8166\u6b63\u5728\u6084\u6084\u5730\u300c\u6b20\u50b5\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u9019\u500b\u6545\u4e8b\u9084\u6709\u66f4\u4ee4\u4eba\u9707\u9a5a\u7684\u53e6\u4e00\u534a\uff1a<strong>\u7576\u6211\u5011\u5c07\u601d\u8003\u7684\u91cd\u64d4\u5916\u5305\u7d66 AI \u6642\uff0cAI \u672c\u8eab\u4e5f\u6b63\u5728\u7d93\u6b77\u4e00\u7a2e\u88ab\u7a31\u70ba\u300c\u6a21\u578b\u5d29\u6f70\u300d\uff08Model Collapse\uff09\u7684\u9000\u5316\u904e\u7a0b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e0d\u662f\u79d1\u5e7b\u5c0f\u8aaa\uff0c\u800c\u662f\u4e00\u5834\u6b63\u5728\u767c\u751f\u7684\u96d9\u91cd\u5371\u6a5f\u3002\u60f3\u6df1\u5165\u4e86\u89e3 AI \u53ef\u80fd\u5e36\u4f86\u7684\u98a8\u96aa\uff0c\u53ef\u4ee5\u53c3\u8003\u6211\u5011\u5c0d<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-danger\"> AI \u6f5b\u5728\u5371\u96aa\u7684\u5b8c\u6574\u5206\u6790<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"1300\" height=\"732\" src=\"https:\/\/www.youtube.com\/embed\/qCf6QxpOs-I?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-TW&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4ec0\u9ebc\u662f\u6a21\u578b\u5d29\u6f70\uff1fAI \u6b63\u5728\u300c\u5403\u6389\u81ea\u5df1\u300d<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u71df\u706b\u6b63\u5728\u7184\u6ec5<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u60f3\u50cf\u4e00\u500b\u71df\u706b\u665a\u6703\u3002\u706b\u7130\u6eab\u6696\u800c\u660e\u4eae\uff0c\u4f46\u5982\u679c\u6211\u5011\u4e0d\u518d\u6dfb\u52a0\u65b0\u7684\u6728\u67f4\uff0c\u800c\u662f\u4e0d\u65b7\u5730\u5c07\u71c3\u71d2\u5f8c\u7684\u9918\u71fc\u91cd\u65b0\u4e1f\u56de\u706b\u5806\u88e1\uff0c\u90a3\u9ebc\u706b\u7130\u6700\u7d42\u53ea\u6703\u7184\u6ec5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u6b63\u662f AI \u6a21\u578b\u76ee\u524d\u9762\u81e8\u7684\u8655\u5883\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u6a21\u578b\u5d29\u6f70\u300d\u2014\u2014\u5728\u5b78\u8853\u754c\u4e5f\u88ab\u7a31\u70ba\u300c<a href=\"https:\/\/en.wikipedia.org\/wiki\/Model_collapse\" target=\"_blank\" rel=\"noopener\">\u6a21\u578b\u81ea\u566c\u5931\u8abf<\/a>\u300d\uff08Model Autophagy Disorder, MAD\uff09\u6216\u66f4\u6232\u8b14\u7684\u300c\u54c8\u5e03\u65af\u5821 AI\u300d\u2014\u2014\u662f\u6307\u7576 AI \u6a21\u578b\u4e0d\u518d\u5b78\u7fd2\u65b0\u9bae\u7684\u3001\u7531\u4eba\u985e\u5275\u9020\u7684\u6578\u64da\uff0c\u800c\u662f\u958b\u59cb\u5b78\u7fd2\u7531\u5b83\u81ea\u5df1\u6216\u5176\u4ed6 AI \u751f\u6210\u7684\u5167\u5bb9\u6642\uff0c\u5176\u6027\u80fd\u6703\u958b\u59cb\u4e0b\u964d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6839\u64da<a href=\"https:\/\/www.nature.com\/articles\/s41586-024-07566-y\" target=\"_blank\" rel=\"noopener\">\u767c\u8868\u65bc\u300aNature\u300b\u671f\u520a\u7684\u7814\u7a76<\/a>\uff0c\u7576\u751f\u6210\u5f0f AI \u7121\u5dee\u5225\u5730\u5728\u771f\u5be6\u5167\u5bb9\u8207 AI \u751f\u6210\u5167\u5bb9\u4e0a\u9032\u884c\u8a13\u7df4\u6642\uff0c\u6703\u5c0e\u81f4\u6a21\u578b\u751f\u6210\u591a\u6a23\u5316\u3001\u9ad8\u54c1\u8cea\u8f38\u51fa\u7684\u80fd\u529b\u5d29\u6f70\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u9000\u5316\u7684\u5169\u500b\u968e\u6bb5<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u54e1 Shumailov \u7b49\u4eba\u8b58\u5225\u51fa\u6a21\u578b\u5d29\u6f70\u7684\u5169\u500b\u95dc\u9375\u968e\u6bb5\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u65e9\u671f\u6a21\u578b\u5d29\u6f70<\/strong>\uff1a\u6a21\u578b\u958b\u59cb\u4e1f\u5931\u5206\u5e03\u5c3e\u7aef\u7684\u8cc7\u8a0a\u2014\u2014\u9019\u4e3b\u8981\u5f71\u97ff\u5c11\u6578\u7fa4\u9ad4\u7684\u6578\u64da\u3002\u9019\u500b\u968e\u6bb5\u7279\u5225\u9670\u96aa\uff0c\u56e0\u70ba\u6574\u9ad4\u8868\u73fe\u53ef\u80fd\u770b\u4f3c\u6539\u5584\uff0c\u4f46\u6a21\u578b\u5be6\u969b\u4e0a\u6b63\u5728\u5931\u53bb\u5c0d\u908a\u7de3\u6848\u4f8b\u7684\u8655\u7406\u80fd\u529b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u665a\u671f\u6a21\u578b\u5d29\u6f70<\/strong>\uff1a\u6a21\u578b\u55aa\u5931\u4e86\u5927\u90e8\u5206\u7684\u8868\u73fe\u80fd\u529b\uff0c\u958b\u59cb\u6df7\u6dc6\u6982\u5ff5\uff0c\u5931\u53bb\u5927\u90e8\u5206\u7684\u8b8a\u7570\u6027\u3002\u5230\u4e86\u9019\u500b\u968e\u6bb5\uff0c\u6a21\u578b\u8f38\u51fa\u7684\u5167\u5bb9\u6703\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u7c21\u5316\u3001\u540c\u8cea\u5316\uff0c\u6700\u7d42\u8b8a\u5f97\u5e7e\u4e4e\u6beb\u7121\u7528\u8655\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u5c31\u50cf\u4e0d\u65b7\u5f71\u5370\u540c\u4e00\u4efd\u6587\u4ef6\u2014\u2014\u6bcf\u4e00\u6b21\u8907\u88fd\u90fd\u6703\u5931\u53bb\u4e00\u9ede\u6e05\u6670\u5ea6\uff0c\u76f4\u5230\u6700\u7d42\u8b8a\u5f97\u5b8c\u5168\u7121\u6cd5\u8fa8\u8b58\u3002<a href=\"https:\/\/www.ibm.com\/think\/topics\/model-collapse\" target=\"_blank\" rel=\"noopener\">IBM \u7684\u6280\u8853\u5c08\u5bb6\u5c0d\u6b64\u73fe\u8c61\u6709\u8a73\u7d30\u7684\u89e3\u8aaa<\/a>\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u8a8d\u77e5\u8ca0\u50b5\uff1a\u4f60\u7684\u5927\u8166\u6b63\u5728\u4ed8\u51fa\u4ee3\u50f9<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>MIT \u7814\u7a76\u7684\u9a5a\u4eba\u767c\u73fe<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">2025 \u5e74\uff0cMIT \u5a92\u9ad4\u5be6\u9a57\u5ba4\u7684\u7814\u7a76\u54e1 Nataliya Kosmyna \u9818\u5c0e\u4e86\u4e00\u9805\u958b\u5275\u6027\u7684\u7814\u7a76\u3002\u7814\u7a76\u5718\u968a\u5c07 54 \u540d\u53d7\u8a66\u8005\u5206\u70ba\u4e09\u7d44\uff1a\u4e00\u7d44\u4f7f\u7528 ChatGPT\u3001\u4e00\u7d44\u4f7f\u7528\u641c\u5c0b\u5f15\u64ce\u3001\u53e6\u4e00\u7d44\u5247\u5b8c\u5168\u4f9d\u9760\u81ea\u5df1\u7684\u5927\u8166\u4f86\u64b0\u5beb\u8ad6\u6587\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u4eba\u54e1\u4f7f\u7528\u8166\u96fb\u5716\uff08EEG\uff09\u76e3\u6e2c\u53d7\u8a66\u8005\u5728 32 \u500b\u8166\u5340\u7684\u6d3b\u52d5\uff0c<a href=\"https:\/\/time.com\/7295195\/ai-chatgpt-google-learning-school\/\" target=\"_blank\" rel=\"noopener\">\u6839\u64da TIME \u96dc\u8a8c\u7684\u5831\u5c0e<\/a>\uff0c\u7d50\u679c\u4ee4\u4eba\u9707\u9a5a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>ChatGPT \u7d44<\/strong>\u7684\u5927\u8166\u53c3\u8207\u5ea6\u6700\u4f4e\uff0c\u5728\u795e\u7d93\u3001\u8a9e\u8a00\u548c\u884c\u70ba\u5c64\u9762\u4e0a\u300c\u6301\u7e8c\u8868\u73fe\u4e0d\u4f73\u300d<\/li>\n\n\n\n<li>\u96a8\u8457\u6642\u9593\u63a8\u79fb\uff0cChatGPT \u4f7f\u7528\u8005\u8b8a\u5f97\u8d8a\u4f86\u8d8a\u61f6\u60f0\uff0c\u5f9e\u6700\u521d\u8a62\u554f\u7d50\u69cb\u6027\u554f\u984c\uff0c\u5230\u7814\u7a76\u7d50\u675f\u6642\u76f4\u63a5\u8907\u88fd\u8cbc\u4e0a\u6574\u7bc7\u6587\u7ae0<\/li>\n\n\n\n<li><strong>\u7d14\u8166\u529b\u7d44<\/strong>\u4e0d\u50c5\u5831\u544a\u4e86\u66f4\u9ad8\u7684\u6eff\u610f\u5ea6\uff0c\u9084\u5c55\u73fe\u51fa\u66f4\u5f37\u7684\u5927\u8166\u9023\u7d50\u6027<\/li>\n\n\n\n<li>\u7576 ChatGPT \u7d44\u88ab\u8981\u6c42\u5728\u6c92\u6709 AI \u8f14\u52a9\u7684\u60c5\u6cc1\u4e0b\u5beb\u4f5c\u6642\uff0c\u4ed6\u5011\u7684\u8868\u73fe\u660e\u986f\u843d\u5f8c\uff0c\u7522\u51fa\u7684\u5167\u5bb9\u88ab\u8a55\u70ba\u300c\u504f\u9817\u4e14\u819a\u6dfa\u300d<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u9805\u7814\u7a76\u7684\u767c\u73fe\u8207\u6211\u5011\u5728<a href=\"https:\/\/ai-stack.ai\/zh-hant\/mit-ai-report\"> MIT AI \u5831\u544a\u5206\u6790<\/a>\u4e2d\u8a0e\u8ad6\u7684\u8da8\u52e2\u4e0d\u8b00\u800c\u5408\u3002\u7814\u7a76\u8005\u5c07\u9019\u7a2e\u73fe\u8c61\u7a31\u70ba\u300c\u8a8d\u77e5\u8ca0\u50b5\u300d\u2014\u2014\u7576\u4f60\u9577\u671f\u4f9d\u8cf4 AI \u6642\uff0c\u4f60\u7684\u5927\u8166\u6703\u7a4d\u7d2f\u4e00\u7a2e\u300c\u50b5\u52d9\u300d\uff0c\u5c0e\u81f4\u7368\u7acb\u601d\u8003\u6642\u7684\u9577\u671f\u5b78\u7fd2\u8868\u73fe\u4e0b\u964d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u6279\u5224\u6027\u601d\u7dad\u7684\u840e\u7e2e<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u6279\u5224\u6027\u601d\u7dad\u5c31\u50cf\u4e00\u584a\u808c\u8089\uff1a\u8d8a\u7528\u8d8a\u5f37\u58ef\uff0c\u4e0d\u7528\u5247\u6703\u840e\u7e2e\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u900f\u904e\u63d0\u4f9b\u5373\u6642\u7b54\u6848\uff0c\u5b8c\u5168\u7e5e\u904e\u4e86\u6211\u5011\u8207\u554f\u984c\u640f\u9b25\u3001\u6df1\u5165\u601d\u8003\u7684\u300c\u935b\u934a\u300d\u904e\u7a0b\u3002\u7576\u6211\u5011\u958b\u59cb\u7528 ChatGPT \u4f86\u67e5\u8a62\u5982\u4f55\u91cd\u65b0\u52a0\u71b1\u96de\u584a\u9019\u7a2e\u7463\u788e\u5c0f\u4e8b\u6642\uff0c\u6211\u5011\u6b63\u5728\u5fd8\u8a18\u5982\u4f55\u7368\u7acb\u89e3\u6c7a\u54ea\u6015\u662f\u6700\u7c21\u55ae\u7684\u554f\u984c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u4ee4\u4eba\u64d4\u6182\u7684\u662f<a href=\"https:\/\/www.frontiersin.org\/journals\/psychology\/articles\/10.3389\/fpsyg.2025.1453072\/full\" target=\"_blank\" rel=\"noopener\">\u300aFrontiers in Psychology\u300b\u671f\u520a\u7684\u7814\u7a76<\/a>\u767c\u73fe\uff1a<strong>\u81ea\u5c0a\u5fc3\u8f03\u4f4e\u7684\u7528\u6236\u66f4\u5bb9\u6613\u5c0d AI \u7522\u751f\u554f\u984c\u6027\u7684\u4f9d\u8cf4<\/strong>\u3002\u9019\u7a2e\u4f9d\u8cf4\u6703\u5f62\u6210\u4e00\u500b\u60e1\u6027\u5faa\u74b0\uff1a\u4f7f\u7528\u8005\u56e0\u70ba\u5c0d\u81ea\u5df1\u7684\u8868\u9054\u7f3a\u4e4f\u4fe1\u5fc3\u800c\u4f9d\u8cf4 AI\uff0c\u800c\u9019\u7a2e\u4f9d\u8cf4\u53c8\u9032\u4e00\u6b65\u524a\u5f31\u4e86\u4ed6\u5011\u7684\u81ea\u4fe1\u5fc3\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e86\u89e3<a href=\"https:\/\/ai-stack.ai\/zh-hant\/chatgpt-model\">\u4e0d\u540c ChatGPT \u6a21\u578b\u7684\u5dee\u7570<\/a>\uff0c\u53ef\u4ee5\u5e6b\u52a9\u4f60\u66f4\u8070\u660e\u5730\u9078\u64c7\u548c\u4f7f\u7528\u9019\u4e9b\u5de5\u5177\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u60e1\u6027\u5faa\u74b0\uff1a\u4eba\u985e\u8207 AI \u6b63\u5728\u300c\u96c6\u9ad4\u8b8a\u7b28\u300d<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u88e1\u662f\u6700\u4ee4\u4eba\u4e0d\u5b89\u7684\u90e8\u5206\uff1a<strong>\u4eba\u985e\u7684\u8a8d\u77e5\u9000\u5316\u8207 AI \u7684\u6a21\u578b\u5d29\u6f70\u4e26\u975e\u5169\u500b\u7368\u7acb\u4e8b\u4ef6\uff0c\u800c\u662f\u4e00\u500b\u76f8\u4e92\u5f37\u5316\u7684\u60e1\u6027\u5faa\u74b0\u3002<\/strong><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u5faa\u74b0\u662f\u9019\u6a23\u904b\u4f5c\u7684\uff1a<\/strong><\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u4eba\u985e\u8d8a\u4f86\u8d8a\u4f9d\u8cf4 AI<\/strong> \u4f86\u5b8c\u6210\u65e5\u5e38\u7684\u601d\u8003\u8207\u5275\u4f5c\u2014\u2014\u5f9e\u64b0\u5beb\u5de5\u4f5c\u5831\u544a\uff0c\u5230\u5beb\u6bcd\u89aa\u7bc0\u5361\u7247\uff0c\u751a\u81f3\u662f\u8a18\u9304\u79c1\u4eba\u65e5\u8a18<br><\/li>\n\n\n\n<li><strong>\u4eba\u985e\u7522\u51fa\u7684\u5167\u5bb9\u54c1\u8cea\u4e0b\u964d<\/strong>\u2014\u2014\u56e0\u70ba\u5927\u8166\u4e0d\u518d\u7d93\u6b77\u6df1\u5ea6\u601d\u8003\u7684\u904e\u7a0b\uff0c\u6211\u5011\u5275\u9020\u7684\u5167\u5bb9\u8b8a\u5f97\u66f4\u52a0\u7c21\u5316\u3001\u7f3a\u4e4f\u500b\u4eba\u7279\u8272<br><\/li>\n\n\n\n<li><strong>\u9019\u4e9b\u4f4e\u54c1\u8cea\u7684\u5167\u5bb9\u88ab\u7528\u4f86\u8a13\u7df4\u4e0b\u4e00\u4ee3 AI<\/strong>\u2014\u2014\u7db2\u8def\u4e0a\u5145\u65a5\u8457\u7531 AI \u751f\u6210\u6216 AI \u8f14\u52a9\u5275\u4f5c\u7684\u5167\u5bb9\uff0c\u800c\u9019\u4e9b\u6b63\u662f AI \u6a21\u578b\u8a13\u7df4\u6578\u64da\u7684\u4e3b\u8981\u4f86\u6e90<br><\/li>\n\n\n\n<li><strong>AI \u6a21\u578b\u958b\u59cb\u9000\u5316<\/strong>\u2014\u2014\u6a21\u578b\u5d29\u6f70\u958b\u59cb\u767c\u751f\uff0cAI \u7684\u8f38\u51fa\u8b8a\u5f97\u66f4\u52a0\u540c\u8cea\u5316\u548c\u7c21\u5316<br><\/li>\n\n\n\n<li><strong>\u4eba\u985e\u63a5\u6536\u5230\u66f4\u4f4e\u54c1\u8cea\u7684 AI \u8f38\u51fa<\/strong>\u2014\u2014\u9019\u9032\u4e00\u6b65\u5f37\u5316\u4e86\u6211\u5011\u5c0d\u6dfa\u8584\u601d\u8003\u7684\u7fd2\u6163<br><\/li>\n\n\n\n<li><strong>\u5faa\u74b0\u91cd\u8907<\/strong><strong><br><\/strong><\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u500b\u4eba\u985e\u8207 AI \u5171\u540c\u53c3\u8207\u7684\u3001\u76f8\u4e92\u52a0\u901f\u7684\u300c\u96c6\u9ad4\u8b8a\u7b28\u300d\u5faa\u74b0\u3002\u6211\u5011\u6b63\u5728\u7528\u81ea\u5df1\u7c21\u5316\u7684\u601d\u60f3\u53bb\u9935\u990a\u4e00\u500b\u6b63\u5728\u7c21\u5316\u4e16\u754c\u7684 AI\uff0c\u800c\u9019\u500b AI \u53c8\u6703\u7522\u51fa\u66f4\u7c21\u5316\u7684\u5167\u5bb9\u4f86\u5f71\u97ff\u6211\u5011\u7684\u601d\u8003\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u96a8\u8457<a href=\"https:\/\/ai-stack.ai\/zh-hant\/gpt-5\"> GPT-5<\/a> \u548c<a href=\"https:\/\/ai-stack.ai\/zh-hant\/claude-opus-4-5\"> Claude Opus 4.5<\/a> \u7b49\u65b0\u4e00\u4ee3\u6a21\u578b\u7684\u767c\u5c55\uff0c\u9019\u500b\u554f\u984c\u662f\u5426\u6703\u88ab\u89e3\u6c7a\uff0c\u4ecd\u7136\u662f\u4e00\u500b\u672a\u77e5\u6578\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u70ba\u4ec0\u9ebc\u79d1\u6280\u5de8\u982d\u4e0d\u89e3\u6c7a\u9019\u500b\u554f\u984c\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee4\u4eba\u6cae\u55aa\u7684\u662f\uff0c\u6a21\u578b\u5d29\u6f70\u7684\u6280\u8853\u89e3\u6c7a\u65b9\u6848\u5176\u5be6\u662f\u5df2\u77e5\u7684\uff1a\u64f4\u5927\u6a21\u578b\u53c3\u6578\u3001\u4f7f\u7528\u66f4\u591a\u65b0\u9bae\u7684\u4eba\u985e\u6578\u64da\u3001\u5be6\u65bd\u6578\u64da\u6eaf\u6e90\u6a5f\u5236\u7b49\u3002\u90a3\u9ebc\uff0c\u70ba\u4ec0\u9ebc\u9019\u500b\u554f\u984c\u6c92\u6709\u88ab\u7a4d\u6975\u89e3\u6c7a\uff1f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u4e09\u500b\u6838\u5fc3\u5546\u696d\u539f\u56e0<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u6210\u672c\u8003\u91cf<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u751f\u6210\u7684\u6578\u64da\u57fa\u672c\u4e0a\u662f\u514d\u8cbb\u7684\uff0c\u800c\u7372\u53d6\u9ad8\u54c1\u8cea\u3001\u771f\u5be6\u4e16\u754c\u7684\u4eba\u985e\u6578\u64da\u5247\u6975\u5176\u6602\u8cb4\u3002\u5c0d\u4f01\u696d\u4f86\u8aaa\uff0c\u7528\u514d\u8cbb\u7684\u300c\u9918\u71fc\u300d\u4f86\u7dad\u6301\u71df\u706b\uff0c\u9060\u6bd4\u82b1\u5927\u9322\u53bb\u5c0b\u627e\u300c\u65b0\u6728\u67f4\u300d\u4f86\u5f97\u5212\u7b97\u3002\u9019\u4e5f\u662f\u70ba\u4ec0\u9ebc<a href=\"https:\/\/ai-stack.ai\/zh-hant\/manage-gpu-effectively\">\u6709\u6548\u7ba1\u7406 GPU \u8cc7\u6e90<\/a>\u5c0d\u4f01\u696d\u4f86\u8aaa\u5982\u6b64\u91cd\u8981\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u6230\u7565\u512a\u52e2<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u6fc0\u70c8\u7684\u5e02\u5834\u7af6\u722d\u4e2d\uff0c\u9ad8\u54c1\u8cea\u7684\u6578\u64da\u96c6\u5c31\u662f\u79d8\u5bc6\u6b66\u5668\u3002\u6839\u64da<a href=\"https:\/\/nyudatascience.medium.com\/overcoming-the-ai-data-crisis-a-new-solution-to-model-collapse-ddc5b382e182\" target=\"_blank\" rel=\"noopener\"> NYU \u6578\u64da\u79d1\u5b78\u4e2d\u5fc3\u7684\u7814\u7a76<\/a>\u6307\u51fa\uff0cAI \u6a21\u578b\u672c\u8eab\u4e26\u975e\u4e00\u500b\u53ef\u9632\u79a6\u7684\u6280\u8853\u300c\u8b77\u57ce\u6cb3\u300d\uff0c\u516c\u53f8\u7dad\u6301\u7af6\u722d\u512a\u52e2\u7684\u4e3b\u8981\u65b9\u5f0f\u5c31\u662f\u7dca\u7dca\u5b88\u8b77\u5176\u7368\u7279\u7684\u4eba\u985e\u6578\u64da\u96c6\u3002\u6c92\u6709\u516c\u53f8\u9858\u610f\u8f15\u6613\u5206\u4eab\u81ea\u5df1\u7684\u89e3\u6c7a\u65b9\u6848\u6216\u6578\u64da\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3.\u300c\u5920\u7528\u5c31\u597d\u300d\u7684\u5fc3\u614b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u8981\u7576\u524d\u7684\u670d\u52d9\u5c0d\u5927\u591a\u6578\u4f01\u696d\u7528\u6236\u4f86\u8aaa\u300c\u5920\u7528\u300d\uff0c\u80fd\u8655\u7406\u65e5\u5e38\u4efb\u52d9\uff0c\u5c31\u6c92\u6709\u8db3\u5920\u7684\u52d5\u529b\u53bb\u6295\u5165\u5de8\u8cc7\u89e3\u6c7a\u9019\u500b\u770b\u4f3c\u9059\u9060\u7684\u300c\u660e\u5929\u7684\u554f\u984c\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4f4d\u696d\u754c\u89c0\u5bdf\u8005\u7684\u6df1\u523b\u8a55\u8ad6\u63ed\u793a\u4e86\u9019\u7a2e\u614b\u5ea6\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u6211\u5728\u5546\u5c55\u4e0a\u63a1\u8a2a\u904e\u6578\u4e0d\u6e05\u4f7f\u7528\u73fe\u6210\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u7684\u516c\u53f8\uff0c\u7576\u6211\u554f\u4ed6\u5011\u5982\u4f55\u4fdd\u8b49\u5728\u6a21\u578b\u8870\u9000\u7684\u60c5\u6cc1\u4e0b\u670d\u52d9\u54c1\u8cea\u6642\uff0c\u4ed6\u5011\u53ea\u662f\u8073\u8073\u80a9\u8aaa\uff1a\u300e\u6211\u5011\u6c92\u8fa6\u6cd5\u3002\u300f\u300d<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u89e3\u6c7a\u4e4b\u9053\uff1a\u91cd\u5efa\u4eba\u6a5f\u5354\u4f5c\u7684\u5065\u5eb7\u95dc\u4fc2<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u9762\u5c0d\u9019\u500b\u96d9\u91cd\u5371\u6a5f\uff0c\u6211\u5011\u4e0d\u61c9\u8a72\u5b8c\u5168\u62cb\u68c4 AI\uff0c\u800c\u662f\u9700\u8981\u66f4\u6709\u610f\u8b58\u3001\u66f4\u8b39\u614e\u5730\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7d66\u500b\u4eba\u7684\u5efa\u8b70<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u8a2d\u7acb\u300c\u7121 AI\u300d\u601d\u8003\u6642\u9593<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6bcf\u5929\u4fdd\u7559\u4e00\u6bb5\u6642\u9593\u9032\u884c\u4e0d\u4f9d\u8cf4 AI \u7684\u601d\u8003\u548c\u5275\u4f5c\u3002\u9019\u53ef\u4ee5\u662f\u65e9\u6668\u7684\u65e5\u8a18\u3001\u5348\u5f8c\u7684\u982d\u8166\u98a8\u66b4\uff0c\u6216\u662f\u7761\u524d\u7684\u95b1\u8b80\u3002\u8b93\u4f60\u7684\u5927\u8166\u6709\u6a5f\u6703\u300c\u935b\u934a\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u5148\u601d\u8003\uff0c\u5f8c\u9a57\u8b49<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4f7f\u7528 AI \u4e4b\u524d\uff0c\u5148\u5617\u8a66\u81ea\u5df1\u5f62\u6210\u521d\u6b65\u7684\u60f3\u6cd5\u6216\u7b54\u6848\u3002\u7136\u5f8c\u518d\u7528 AI \u4f86\u88dc\u5145\u3001\u9a57\u8b49\u6216\u7cbe\u7149\u3002\u9019\u6a23\u65e2\u80fd\u4fdd\u6301\u601d\u8003\u7684\u808c\u8089\u6d3b\u8e8d\uff0c\u53c8\u80fd\u4eab\u53d7 AI \u7684\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u4fdd\u6301\u4f60\u7368\u7279\u7684\u8072\u97f3<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7576\u4f60\u4e0d\u65b7\u4f7f\u7528 AI \u4f86\u8b93\u6587\u5b57\u300c\u807d\u8d77\u4f86\u66f4\u597d\u300d\u6642\uff0c\u4f60\u53ef\u80fd\u6703\u958b\u59cb\u5c0d\u81ea\u5df1\u771f\u6b63\u60f3\u8aaa\u7684\u8a71\u611f\u5230\u4e0d\u5b89\u3002\u8a18\u4f4f\uff1a\u4f60\u539f\u59cb\u7684\u3001\u4e0d\u5b8c\u7f8e\u7684\u60f3\u6cd5\uff0c\u624d\u662f\u8b93\u4f60\u7368\u4e00\u7121\u4e8c\u7684\u7279\u8cea\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7d66\u4f01\u696d\u7684\u5efa\u8b70<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>1. \u6295\u8cc7\u9ad8\u54c1\u8cea\u6578\u64da<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u540c<a href=\"https:\/\/www.gretel.ai\/blog\/addressing-concerns-of-model-collapse-from-synthetic-data-in-ai\" target=\"_blank\" rel=\"noopener\"> Gretel \u7b49\u7814\u7a76\u8005\u6240\u5f37\u8abf\u7684<\/a>\uff0c\u7cbe\u5fc3\u7b56\u5283\u7684\u5408\u6210\u6578\u64da\u751f\u6210\uff0c\u800c\u975e\u300c\u7121\u5dee\u5225\u300d\u4f7f\u7528\uff0c\u53ef\u4ee5\u9632\u6b62\u6a21\u578b\u5d29\u6f70\u3002\u9019\u9700\u8981\u6df1\u5165\u7406\u89e3\u77e5\u8b58\u7f3a\u53e3\uff0c\u4ee5\u78ba\u4fdd\u6578\u64da\u7684\u54c1\u8cea\u548c\u591a\u6a23\u6027\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>2. \u5efa\u7acb\u6578\u64da\u6eaf\u6e90\u6a5f\u5236<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">MIT \u548c\u5176\u4ed6\u5927\u5b78\u7684\u7814\u7a76\u4eba\u54e1\u7d44\u6210\u7684\u300c\u6578\u64da\u6eaf\u6e90\u5021\u8b70\u300d\u5df2\u7d93\u5be9\u8a08\u4e86\u8d85\u904e 4,000 \u500b\u6578\u64da\u96c6\u3002\u4f01\u696d\u61c9\u8a72\u7a4d\u6975\u53c3\u8207\u9019\u985e\u5354\u4f5c\uff0c\u78ba\u4fdd\u8a13\u7df4\u6578\u64da\u7684\u4f86\u6e90\u548c\u54c1\u8cea\u3002\u4e86\u89e3<a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-mlops\"> MLOps \u7684\u6700\u4f73\u5be6\u8e10<\/a>\u53ef\u4ee5\u5e6b\u52a9\u4f01\u696d\u5efa\u7acb\u66f4\u5065\u5168\u7684 AI \u7ba1\u7406\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>3. \u9078\u64c7\u8ca0\u8cac\u4efb\u7684 AI \u5925\u4f34<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u9078\u64c7 AI \u8a13\u7df4\u5e73\u53f0\u6216\u670d\u52d9\u6642\uff0c\u4e86\u89e3\u4f9b\u61c9\u5546\u5c0d\u6578\u64da\u54c1\u8cea\u548c\u6a21\u578b\u7dad\u8b77\u7684\u627f\u8afe\u81f3\u95dc\u91cd\u8981\u3002\u9019\u4e0d\u50c5\u95dc\u4e4e\u7576\u4e0b\u7684\u6548\u80fd\uff0c\u66f4\u95dc\u4e4e\u9577\u671f\u7684\u53ef\u6301\u7e8c\u6027\u3002\u6b61\u8fce\u4e86\u89e3\u6211\u5011\u7684<a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-stack-solutions\"> AI Stack \u4f01\u696d\u89e3\u6c7a\u65b9\u6848<\/a>\u5982\u4f55\u5e6b\u52a9\u4f01\u696d\u5efa\u7acb\u53ef\u6301\u7e8c\u7684 AI \u57fa\u790e\u8a2d\u65bd\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u7d50\u8ad6\uff1a\u8ab0\u4f86\u70ba\u667a\u6167\u7684\u706b\u7130\u6dfb\u67f4\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u6211\u5011\u6b63\u8655\u65bc\u4e00\u500b\u8a6d\u7570\u7684\u77db\u76fe\u4e4b\u4e2d\uff1a\u6211\u5011\u5c07\u8d8a\u4f86\u8d8a\u591a\u7684\u5fc3\u667a\u6d3b\u52d5\u5916\u5305\u7d66\u4e00\u500b\u5f37\u5927\u7684\u5de5\u5177\uff0c\u4f46\u9019\u500b\u5de5\u5177\u672c\u8eab\u537b\u56e0\u70ba\u6211\u5011\u7684\u904e\u5ea6\u4f9d\u8cf4\u800c\u6b63\u5728\u300c\u9000\u5316\u300d\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e0d\u50c5\u50c5\u662f\u6280\u8853\u554f\u984c\uff0c\u66f4\u662f\u4e00\u500b\u95dc\u65bc\u4eba\u985e\u672a\u4f86\u7684\u54f2\u5b78\u554f\u984c\u3002\u7576\u6211\u5011\u65e5\u76ca\u5c07\u81ea\u5df1\u7684\u5fc3\u667a\u8207 AI \u878d\u5408\u6642\uff0c\u7a76\u7adf\u8a72\u7531\u8ab0\u4f86\u8ca0\u8cac\uff0c\u78ba\u4fdd\u90a3\u771f\u6b63\u667a\u6167\u7684\u706b\u7130\u2014\u2014\u7121\u8ad6\u662f\u4eba\u985e\u7684\u9084\u662f\u6a5f\u5668\u7684\u2014\u2014\u6c38\u4e0d\u7184\u6ec5\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b54\u6848\u53ef\u80fd\u5c31\u5728\u65bc\uff1a<strong>\u6211\u5011\u9700\u8981\u6210\u70ba\u66f4\u8070\u660e\u7684 AI \u4f7f\u7528\u8005\uff0c\u800c\u4e0d\u662f\u66f4\u4f9d\u8cf4\u7684 AI \u6d88\u8cbb\u8005\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u9019\u500b\u4eba\u6a5f\u5171\u751f\u7684\u6642\u4ee3\uff0c\u4fdd\u6301\u7368\u7acb\u601d\u8003\u7684\u80fd\u529b\uff0c\u4e0d\u50c5\u662f\u5c0d\u6211\u5011\u81ea\u5df1\u8ca0\u8cac\uff0c\u66f4\u662f\u5c0d\u6211\u5011\u6240\u4f9d\u8cf4\u7684 AI \u7cfb\u7d71\u8ca0\u8cac\u3002\u56e0\u70ba\u6700\u7d42\uff0cAI \u7684\u54c1\u8cea\u53d6\u6c7a\u65bc\u6211\u5011\u9935\u990a\u5b83\u7684\u5167\u5bb9\u54c1\u8cea\uff0c\u800c\u6211\u5011\u7684\u601d\u8003\u54c1\u8cea\u5247\u53d6\u6c7a\u65bc\u6211\u5011\u5982\u4f55\u9078\u64c7\u4f7f\u7528\u9019\u4e9b\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u667a\u6167\u7684\u706b\u7130\u9700\u8981\u65b0\u7684\u71c3\u6599\u3002\u554f\u984c\u662f\uff1a\u4f60\u9858\u610f\u6210\u70ba\u90a3\u500b\u6dfb\u67f4\u7684\u4eba\u55ce\uff1f<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>\u5ef6\u4f38\u95b1\u8b80<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/chatgpt-report-2025\">2025 ChatGPT \u5831\u544a\uff1a\u6700\u65b0\u767c\u5c55\u8da8\u52e2<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/google-tpu-vs-nvidia-gpu\">Google TPU vs NVIDIA GPU\uff1aAI \u904b\u7b97\u7684\u5169\u5927\u5de8\u982d<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-ai-data-center\">\u4ec0\u9ebc\u662f AI \u8cc7\u6599\u4e2d\u5fc3\uff1f<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/ai-energy-2025\">AI \u80fd\u6e90\u6d88\u8017\uff1a2025 \u5e74\u5c55\u671b<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/ai-stack.ai\/zh-hant\/what-is-elastic-distributed-training\">\u5f48\u6027\u5206\u6563\u5f0f\u8a13\u7df4\u662f\u4ec0\u9ebc\uff1f<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u5f15\u8a00\uff1a\u4e00\u500b\u4ee4\u4eba\u4e0d\u5b89\u7684\u5171\u9cf4 \u4f60\u662f\u5426\u66fe\u6709\u904e\u9019\u6a23\u7684\u77ac\u9593\uff1a\u5728\u8655\u7406\u4e00\u9805\u4efb\u52d9\u6642\uff0c\u4e0b\u610f\u8b58\u5730\u5c31\u60f3\u6253\u958b ChatGPT\uff0c\u7136\u5f8c\u731b\u7136\u9a5a\u89ba\u2014\u2014\u81ea\u5df1\u7684\u5927\u8166\u4f3c\u4e4e\u6b63\u5728\u300c\u751f\u93fd\u300d\uff1f \u5982\u679c\u4f60\u6709\u9019\u7a2e\u611f\u89ba\uff0c\u4f60\u4e26\u4e0d\u5b64\u55ae\u3002\u6839\u64da\u9ebb\u7701\u7406\u5de5\u5b78\u9662\uff08MIT&#8230;<\/p>\n","protected":false},"author":253372376,"featured_media":11525,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987580,96987573],"tags":[96987615],"class_list":["post-11524","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-featured-articles","tag-ai"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/12\/%E6%A8%A1%E5%9E%8BA-27.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-2ZS","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11524","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=11524"}],"version-history":[{"count":1,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11524\/revisions"}],"predecessor-version":[{"id":11529,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/11524\/revisions\/11529"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/11525"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=11524"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=11524"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=11524"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}