{"id":37586,"date":"2025-01-31T13:00:55","date_gmt":"2025-01-31T05:00:55","guid":{"rendered":"https:\/\/17aitech.com\/?p=37586"},"modified":"2025-01-31T13:00:55","modified_gmt":"2025-01-31T05:00:55","slug":"just-keep-scaling%ef%bc%81%e6%80%9d%e7%bb%b4%e9%93%be%e4%bd%9c%e8%80%85jason-wei-40%e5%88%86%e9%92%9f%e8%ae%b2%e5%ba%a7%e5%89%96%e6%9e%90llm%e6%89%a9%e5%b1%95%e8%8c%83%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=37586","title":{"rendered":"Just keep scaling\uff01\u601d\u7ef4\u94fe\u4f5c\u8005Jason Wei 40\u5206\u949f\u8bb2\u5ea7\u5256\u6790LLM\u6269\u5c55\u8303\u5f0f"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-01-04-4\" target=\"_blank\">Just keep scaling\uff01\u601d\u7ef4\u94fe\u4f5c\u8005Jason Wei 40\u5206\u949f\u8bb2\u5ea7\u5256\u6790LLM\u6269\u5c55\u8303\u5f0f<\/a><\/p>\n<section>\u5173\u6ce8 AI \u9886\u57df\u7684\u4eba\u5bf9 Jason Wei \u8fd9\u4e2a\u540d\u5b57\u4e00\u5b9a\u4e0d\u964c\u751f\u3002\u4ed6\u662f OpenAI \u7684\u4e00\u4f4d\u8d44\u6df1\u7814\u7a76\u79d1\u5b66\u5bb6\uff0c\u4e5f\u5e38\u5728 OpenAI \u7684\u53d1\u5e03\u6d3b\u52a8\u4e2d\u9732\u8138\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u4ed6\u662f\u601d\u7ef4\u94fe\u6982\u5ff5\u5f00\u5c71\u4e4b\u4f5c\u300aChain-of-Thought Prompting Elicits Reasoning in Large Language Models\u300b\u7684\u7b2c\u4e00\u4f5c\u8005\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-746649d9b60d00a5d1f6d12c9a26e337.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-746649d9b60d00a5d1f6d12c9a26e337.png\"><\/a><\/section>\n<section>\u4ed6\u672c\u79d1\u6bd5\u4e1a\u5c31\u52a0\u5165\u4e86\u8c37\u6b4c\u3002\u5728\u90a3\u91cc\uff0c\u4ed6\u63a8\u5e7f\u4e86\u601d\u7ef4\u94fe\u63d0\u793a\u6982\u5ff5\uff0c\u5171\u540c\u9886\u5bfc\u4e86\u6307\u4ee4\u5fae\u8c03\u7684\u65e9\u671f\u5de5\u4f5c\uff0c\u5e76\u548c Yi Tay\u3001Jeff Dean \u7b49\u4eba\u5408\u8457\u4e86\u5173\u4e8e\u5927\u6a21\u578b\u6d8c\u73b0\u80fd\u529b\u7684\u8bba\u6587\u30022023 \u5e74\u521d\uff0c\u4ed6\u52a0\u5165\u4e86 OpenAI\uff0c\u53c2\u4e0e\u4e86 ChatGPT \u7684\u6784\u5efa\u4ee5\u53ca o1 \u7b49\u91cd\u5927\u9879\u76ee\u3002\u4ed6\u7684\u5de5\u4f5c\u4f7f\u601d\u7ef4\u94fe\u63d0\u793a\u3001\u6307\u4ee4\u5fae\u8c03\u548c\u6d8c\u73b0\u73b0\u8c61\u7b49\u6280\u672f\u548c\u6982\u5ff5\u53d8\u5f97\u5e7f\u4e3a\u4eba\u77e5\u3002<\/section>\n<section><\/section>\n<section>\u53bb\u5e74 11 \u6708 20 \u65e5\uff0cJason Wei \u5728\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5927\u5b66\u8ba1\u7b97\u673a\u4e0e\u4fe1\u606f\u79d1\u5b66\u7cfb Mayur Naik \u6559\u6388\u7684\u300cCIS 7000\uff1a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff082024 \u79cb\u5b63\uff09\u300d\u8bfe\u7a0b\u4e2d\u8fdb\u884c\u4e86\u4e00\u573a\u7ea6 40 \u5206\u949f\u7684\u5ba2\u5ea7\u8bb2\u5ea7\uff0c\u4e3b\u9898\u4e3a\u300c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6269\u5c55\u8303\u5f0f\u300d\u3002Jason Wei \u4ece\u6269\u5c55\uff08scaling\uff09\u7684\u5b9a\u4e49\u8c08\u8d77\uff0c\u4ecb\u7ecd\u4e86 LLM \u7684\u6269\u5c55\u8303\u5f0f\u4ece\u89c4\u6a21\u6269\u5c55\u5230\u4ee5\u601d\u7ef4\u94fe\u548c\u5f3a\u5316\u5b66\u4e60\u4e3a\u4ee3\u8868\u7684\u63a8\u7406\u6269\u5c55\u7684\u8f6c\u53d8\u3002\u771f\u53ef\u8c13\u5185\u5bb9\u4e30\u5bcc\u3001\u5e72\u8d27\u6ee1\u6ee1\uff01<\/section>\n<section><\/section>\n<section>\u8fd1\u65e5\uff0cNaik \u6559\u6388\u5728\u81ea\u5df1\u7684 YouTube \u9891\u9053\u653e\u51fa\u4e86 Jason Wei \u7684\u6f14\u8bb2\u89c6\u9891\u548c\u5e7b\u706f\u7247\u3002\u673a\u5668\u4e4b\u5fc3\u6574\u7406\u4e86\u5176\u4e2d\u7684\u4e3b\u8981\u5185\u5bb9\u3002<a href=\"https:\/\/mp.weixin.qq.com\/s\/3d2eE_uAPWOY289MCLn09A?token=577818750&amp;lang=zh_CN\"><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-003e67e3b8f88536ca01d23083276a05.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-003e67e3b8f88536ca01d23083276a05.png\"><\/a><\/a><\/section>\n<ul>\n<li>\n<section>\u89c6\u9891\u5730\u5740\uff1ahttps:\/\/www.youtube.com\/watch?v=yhpjpNXJDco<\/section>\n<\/li>\n<li>\n<section>\u5e7b\u706f\u7247\uff1ahttps:\/\/llm-class.github.io\/slides\/Jason_Wei.pdf<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f\u6f14\u8bb2\u5185\u5bb9\u7684\u6982\u8981\uff1a \u00a0\u00a0<\/section>\n<section><\/section>\n<section>\u4e00\u3001\u6269\u5c55\u7684\u5b9a\u4e49\u4e0e\u91cd\u8981\u6027<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u6269\u5c55\u4e00\u822c\u662f\u6307\u901a\u8fc7\u589e\u52a0\u6a21\u578b\u89c4\u6a21\u3001\u6570\u636e\u91cf\u548c GPU \u6570\u91cf\u6765\u6301\u7eed\u6539\u8fdb AI \u80fd\u529b\u3002\u4e0d\u8fc7\uff0cJason Wei \u7ed9\u51fa\u4e86\u4e00\u4e2a\u66f4\u5177\u4f53\u7684\u5b9a\u4e49\uff1a\u6269\u5c55\u5c31\u662f\u4f60\u628a\u81ea\u5df1\u653e\u5728\u4e00\u4e2a\u53ef\u4ee5\u6cbf\u7740\u8fde\u7eed\u8f74\u79fb\u52a8\u5e76\u671f\u671b\u83b7\u5f97\u6301\u7eed\u6539\u8fdb\u7684\u60c5\u51b5\u4e0b\u3002<\/section>\n<\/li>\n<li>\n<section>\u867d\u7136\u6269\u5c55\u9700\u8981\u514b\u670d\u6280\u672f\u548c\u5fc3\u7406\u6311\u6218\uff0c\u4f46\u5b83\u662f AI \u8fdb\u6b65\u7684\u5173\u952e\u5f15\u64ce\uff0c\u5e76\u5c06\u7ee7\u7eed\u4e3b\u5bfc\u8fd9\u4e2a\u9886\u57df\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e8c\u3001\u6269\u5c55\u8303\u5f0f\u4e00\uff1a\u4e0b\u4e00\u8bcd\u9884\u6d4b\uff082018 \u5e74\u81f3\u4eca\uff09<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5927\u89c4\u6a21\u591a\u4efb\u52a1\u5b66\u4e60\u8fc7\u7a0b\u3002<\/section>\n<\/li>\n<li>\n<section>\u901a\u8fc7\u9884\u6d4b\u4e0b\u4e00\u8bcd\uff0c\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u8bed\u6cd5\u3001\u4e16\u754c\u77e5\u8bc6\u3001\u60c5\u611f\u5206\u6790\u3001\u7ffb\u8bd1\u7b49\u591a\u79cd\u80fd\u529b\u3002<\/section>\n<\/li>\n<li>\n<section>\u4f60\u53ef\u4ee5\u628a\u4e0b\u4e00\u8bcd\u9884\u6d4b\u7684\u51c6\u786e\u7387\u770b\u4f5c\u591a\u4e2a\u5b50\u4efb\u52a1\u7684\u52a0\u6743\u548c\uff0c\u8fd9\u6837\u4f60\u5c31\u80fd\u7406\u89e3\u4e3a\u4ec0\u4e48\u4f1a\u6709\u6240\u8c13\u7684\u300c\u6d8c\u73b0\u300d\u73b0\u8c61\u3002<\/section>\n<\/li>\n<li>\n<section>\u4ec5\u4ec5\u901a\u8fc7\u4e0b\u4e00\u8bcd\u9884\u6d4b\u4e5f\u8bb8\u53ef\u4ee5\u5b9e\u73b0 AGI\uff0c\u4f46\u4f1a\u975e\u5e38\u56f0\u96be\uff0c\u6211\u4eec\u9700\u8981\u7ee7\u7eed\u5927\u91cf\u6269\u5c55\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e09\u3001\u6269\u5c55\u8303\u5f0f\u4e8c\uff1a\u57fa\u4e8e\u601d\u7ef4\u94fe\u6269\u5c55\u5f3a\u5316\u5b66\u4e60<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7eaf\u7cb9\u7684\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5728\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u5b58\u5728\u5c40\u9650\u6027\u3002<\/section>\n<\/li>\n<li>\n<section>\u601d\u7ef4\u94fe\uff08CoT\uff09\u8ba9\u6a21\u578b\u80fd\u591f\u50cf\u4eba\u7c7b\u4e00\u6837\u5c55\u793a\u63a8\u7406\u8fc7\u7a0b\u3002<\/section>\n<\/li>\n<li>\n<section>OpenAI \u901a\u8fc7\u5f3a\u5316\u5b66\u4e60\u4f18\u5316\u4e86\u6a21\u578b\u7684\u601d\u7ef4\u94fe\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u66f4\u597d\u5730\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u56db\u3001AI \u6587\u5316\u7684\u53d8\u9769<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>\u7814\u7a76\u91cd\u70b9\u4ece\u6539\u8fdb\u7b97\u6cd5\u8f6c\u5411\u6539\u8fdb\u6570\u636e\u8d28\u91cf\u3002<\/section>\n<\/li>\n<li>\n<section>\u57fa\u51c6\u6d4b\u8bd5\u88ab\u300c\u9971\u548c\u300d\u7684\u901f\u5ea6\u592a\u5feb\u3002<\/section>\n<\/li>\n<li>\n<section>\u4ece\u5355\u4efb\u52a1\u6a21\u578b\u671d\u7740\u9ad8\u5ea6\u591a\u4efb\u52a1\u6a21\u578b\uff08highly multi-task models\uff09\u7684\u65b9\u5411\u8f6c\u53d8\u3002<\/section>\n<\/li>\n<li>\n<section>\u667a\u80fd\u548c\u7528\u6237\u4f53\u9a8c\u662f\u4e24\u4e2a\u53ef\u4ee5\u5206\u522b\u6539\u8fdb\u7684\u7ef4\u5ea6\u3002<\/section>\n<\/li>\n<li>\n<section>\u9700\u8981\u66f4\u5927\u7684\u56e2\u961f\u5408\u4f5c\u6765\u63a8\u8fdb AI \u53d1\u5c55\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>\u4e94\u3001\u672a\u6765\u5c55\u671b<\/section>\n<section><\/section>\n<ul>\n<li>\n<section>AI \u5728\u79d1\u5b66\u548c\u533b\u7597\u5065\u5eb7\u65b9\u9762\u7684\u5e94\u7528\u524d\u666f\u3002<\/section>\n<\/li>\n<li>\n<section>\u63d0\u9ad8\u4e8b\u5b9e\u51c6\u786e\u6027\uff0c\u51cf\u5c11\u865a\u5047\u4fe1\u606f\u3002<\/section>\n<\/li>\n<li>\n<section>\u53d1\u5c55\u591a\u6a21\u6001 AI \u80fd\u529b\u3002<\/section>\n<\/li>\n<li>\n<section>\u589e\u5f3a\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u3002<\/section>\n<\/li>\n<li>\n<section>\u6269\u5927 AI \u5e94\u7528\u8303\u56f4\u3002<\/section>\n<\/li>\n<\/ul>\n<section><\/section>\n<section>Jason Wei \u5f3a\u8c03\uff0c\u5c3d\u7ba1 AI \u5728\u8fc7\u53bb\u4e94\u5e74\u53d6\u5f97\u4e86\u5de8\u5927\u8fdb\u6b65\uff0c\u4f46\u901a\u8fc7\u6301\u7eed\u6269\u5c55\uff0c\u672a\u6765\u4e94\u5e74\u8fd8\u4f1a\u6709\u66f4\u5927\u7684\u53d1\u5c55\u7a7a\u95f4\u3002\u4ed6\u7528\u300cjust keep scaling\u300d\uff08\u7ee7\u7eed\u6269\u5c55\uff09\u4f5c\u4e3a\u6f14\u8bb2\u7684\u7ed3\u675f\u8bed\uff0c\u8868\u8fbe\u4e86\u5bf9\u6269\u5c55\u7b56\u7565\u7684\u4fe1\u5fc3\u3002<\/section>\n<section><\/section>\n<section>\u4ee5\u4e0b\u662f Jason Wei \u7684\u6f14\u8bb2\u5185\u5bb9\u56fe\u6587\u7248\u3002<\/section>\n<section><\/section>\n<section><strong>\u6269\u5c55\u662f AI \u8fdb\u6b65\u7684\u5f15\u64ce<\/strong><\/section>\n<section><strong>\u5e76\u4e14\u8fd8\u5c06\u53d1\u6325\u4e3b\u5bfc\u4f5c\u7528<\/strong><\/section>\n<section><\/section>\n<section>\u4eca\u5929\u7684\u4e3b\u9898\u662f\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u6269\u5c55\u8303\u5f0f\u3002\u9996\u5148\u6211\u60f3\u8bf4\uff0c\u5728\u8fc7\u53bb\u4e94\u5e74\u91cc\uff0cAI \u53d6\u5f97\u4e86\u60ca\u4eba\u7684\u8fdb\u6b65\u3002\u5c31\u5728 5 \u5e74\u524d\u7684 2019 \u5e74\uff0cAI \u51e0\u4e4e\u65e0\u6cd5\u5199\u51fa\u8fde\u8d2f\u7684\u6bb5\u843d\uff0c\u4e5f\u65e0\u6cd5\u8fdb\u884c\u4efb\u4f55\u63a8\u7406\u3002\u800c\u4eca\u5929\uff0cAI \u53ef\u4ee5\u5199\u51fa\u51e0\u4e4e\u4efb\u4f55\u4e3b\u9898\u7684\u6587\u7ae0\uff0c\u4e5f\u6210\u4e3a\u4e86\u7ade\u8d5b\u7ea7\u522b\u7684\u7a0b\u5e8f\u5458\u548c\u6570\u5b66\u5bb6\u3002\u90a3\u4e48\u6211\u4eec\u662f\u5982\u4f55\u5982\u6b64\u5feb\u901f\u5730\u8fbe\u5230\u8fd9\u4e00\u6b65\u7684\u5462\uff1f<\/section>\n<section><\/section>\n<section><strong>\u6211\u4eca\u5929\u8981\u9610\u8ff0\u7684\u89c2\u70b9\u662f\u6269\u5c55\u4e00\u76f4\u662f\u63a8\u52a8 AI \u8fdb\u6b65\u7684\u5f15\u64ce\uff0c\u5e76\u5c06\u7ee7\u7eed\u4e3b\u5bfc\u8fd9\u4e2a\u9886\u57df\u7684\u53d1\u5c55\u65b9\u5411\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f181543db3a25da7daeca10c285e1d02.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f181543db3a25da7daeca10c285e1d02.png\"><\/a><\/section>\n<section>\u8fd9\u91cc\u662f\u4e00\u4e2a\u7b80\u77ed\u7684\u5927\u7eb2 \u2014\u2014 \u6211\u4f1a\u8bb2\u5927\u7ea6 40 \u5206\u949f\uff0c\u4e4b\u540e\u5f88\u4e50\u610f\u56de\u7b54\u95ee\u9898\u3002\u9996\u5148\u6211\u4f1a\u8bb2\u4ec0\u4e48\u662f\u6269\u5c55\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u8981\u505a\u6269\u5c55\u3002\u7136\u540e\u6211\u4f1a\u8bb2\u7b2c\u4e00\u4e2a\u6269\u5c55\u8303\u5f0f\uff0c\u5373\u4e0b\u4e00\u8bcd\u9884\u6d4b\u3002\u6211\u4f1a\u8bb2\u8fd9\u4e2a\u8303\u5f0f\u9762\u4e34\u7684\u6311\u6218\u3002\u63a5\u7740\u6211\u4f1a\u8bb2\u6211\u4eec\u6700\u8fd1\u8fdb\u5165\u7684\u7b2c\u4e8c\u4e2a\u8303\u5f0f\uff0c\u5373\u5728\u601d\u7ef4\u94fe\u4e0a\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u3002\u6700\u540e\u6211\u4f1a\u603b\u7ed3 AI \u6587\u5316\u662f\u5982\u4f55\u88ab\u6269\u5c55\u6539\u53d8\u7684\uff0c\u4ee5\u53ca\u6211\u4eec\u63a5\u4e0b\u6765\u60f3\u770b\u5230\u4ec0\u4e48\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ec6c86a6a4299c4bd807c699d6390905.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ec6c86a6a4299c4bd807c699d6390905.png\"><\/a><\/section>\n<section>\u6211\u60f3\u5148\u82b1\u51e0\u5206\u949f\u8bb2\u8bb2\u5728\u7b2c\u4e00\u4e2a\u6269\u5c55\u8303\u5f0f\u4e4b\u524d\u6211\u4eec\u5728\u505a\u4ec0\u4e48\u3002\u539f\u56e0\u662f\uff0c\u9664\u975e\u4f60\u7814\u7a76\u8fc7\u5386\u53f2\uff0c\u5426\u5219\u4f60\u53ef\u80fd\u4e0d\u4f1a\u610f\u8bc6\u5230\u5f53\u524d\u65f6\u523b\u6709\u4ec0\u4e48\u7279\u522b\u4e4b\u5904\u3002<\/section>\n<section><\/section>\n<section>\u6211\u8ba4\u4e3a\u4ece 2010 \u5e74\u5230 2017 \u5e74\uff0c\u4e5f\u5c31\u662f\u5728 Transformer \u4e4b\u524d\u7684\u6df1\u5ea6\u5b66\u4e60\u65f6\u4ee3\uff0cAI \u8fdb\u5c55\u662f\u8fd9\u6837\u7684\uff1a\u4f60\u4f1a\u6709\u4e00\u4e2a\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6bd4\u5982 ImageNet\uff0c\u7136\u540e\u4f60\u4f1a\u5c1d\u8bd5\u5404\u79cd\u65b9\u6cd5\u6765\u6539\u8fdb\u57fa\u7ebf\u8868\u73b0\u3002\u6bd4\u5982\u53ef\u80fd\u6dfb\u52a0\u66f4\u597d\u7684\u67b6\u6784\uff0c\u6dfb\u52a0\u4e00\u4e9b\u5f52\u7eb3\u504f\u7f6e\uff0c\u6784\u5efa\u66f4\u597d\u7684\u4f18\u5316\u5668\uff0c\u8fdb\u884c\u8d85\u53c2\u6570\u8c03\u4f18\u3002\u6240\u6709\u8fd9\u4e9b\u4e1c\u897f\u53e0\u52a0\u5728\u4e00\u8d77\uff0c\u8ba9\u4f60\u80fd\u591f\u63d0\u5347\u5728\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u7684\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17c21f7803385b4203b2a4b3b3237c2f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-17c21f7803385b4203b2a4b3b3237c2f.png\"><\/a><\/section>\n<section>\u6bd4\u5982\u4f60\u6709\u4e00\u4e9b\u8981\u5b66\u4e60\u7684 XY \u5173\u7cfb\uff0c\u76ee\u6807\u5c31\u662f\u5c3d\u53ef\u80fd\u597d\u5730\u5b66\u4e60\u8fd9\u4e2a\u5173\u7cfb\u3002\u5728 2017 \u5e74\u4e4b\u524d\uff0c\u6211\u4eec\u53ef\u80fd\u8fd9\u6837\u63cf\u8ff0\u4e00\u9879\u6210\u529f\u7684\u7814\u7a76\uff1a\u300c\u5728 ImageNet \u6570\u636e\u96c6\u4e0a\uff0c\u6211\u4eec\u7684\u65b9\u6cd5\u7528\u4e00\u534a\u7684\u8ba1\u7b97\u91cf\u5c31\u628a\u57fa\u7ebf\u6027\u80fd\u63d0\u5347\u4e86 5%\u3002\u300d<\/section>\n<section><\/section>\n<section>\u4f46\u662f\u968f\u7740 Transformer \u7684\u51fa\u73b0\uff0c\u6211\u4eec\u6709\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u65b9\u6cd5\u6765\u5b66\u4e60\u5404\u79cd\u4e0d\u540c\u7c7b\u578b\u7684 XY \u5173\u7cfb\u3002\u5982\u679c\u6211\u4eec\u4e0d\u518d\u53d7\u9650\u4e8e\u5b66\u4e60\u672c\u8eab\uff0c\u90a3\u6211\u4eec\u8be5\u505a\u4ec0\u4e48\u5462\uff1f<\/section>\n<section><\/section>\n<section>\u4e8b\u5b9e\u8bc1\u660e\uff0c\u7b54\u6848\u5c31\u662f\u6269\u5c55\u3002\u6269\u5c55\u7b80\u5355\u6765\u8bf4\u5c31\u662f\u8bad\u7ec3\u66f4\u5927\u7684\u6a21\u578b\uff0c\u4f7f\u7528\u66f4\u591a\u7684\u6570\u636e\u548c\u66f4\u591a\u7684 GPU\u3002\u4f46\u6211\u8fd9\u91cc\u6709\u4e00\u4e2a\u66f4\u5177\u4f53\u7684\u5b9a\u4e49\uff1a<strong>\u6269\u5c55\u5c31\u662f\u4f60\u628a\u81ea\u5df1\u653e\u5728\u4e00\u4e2a\u53ef\u4ee5\u6cbf\u7740\u8fde\u7eed\u8f74\u79fb\u52a8\u5e76\u671f\u671b\u83b7\u5f97\u6301\u7eed\u6539\u8fdb\u7684\u60c5\u51b5\u4e0b\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u8fd9\u4e2a\u5b9a\u4e49\u4e2d\u6709\u4e00\u4e2a\u91cd\u8981\u7684\u90e8\u5206\uff0c\u5373\u6269\u5c55\u662f\u4e00\u4e2a\u4e3b\u52a8\u7684\u8fc7\u7a0b\u3002\u4f60\u5fc5\u987b\u628a\u81ea\u5df1\u653e\u5728\u8fd9\u4e2a\u60c5\u51b5\u4e0b\uff0c\u8fd9\u901a\u5e38\u6d89\u53ca\u89e3\u51b3\u4e00\u4e9b\u74f6\u9888\u6216\u4e86\u89e3\u4f60\u7684\u8bbe\u7f6e\u7684\u4e00\u4e9b\u7ec6\u8282\uff0c\u624d\u80fd\u771f\u6b63\u8ba9\u6269\u5c55\u53d1\u6325\u4f5c\u7528\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684\u6269\u5c55\u56fe\u8868\u3002\u4f60\u7684 x \u8f74\u901a\u5e38\u662f\u8ba1\u7b97\u91cf\u3001\u6570\u636e\u91cf\u6216\u6a21\u578b\u5927\u5c0f\uff0cy \u8f74\u662f\u4f60\u8bd5\u56fe\u6539\u8fdb\u7684\u67d0\u79cd\u80fd\u529b\u3002\u4f60\u60f3\u770b\u5230\u7684\u662f\u8fd9\u6761\u84dd\u7ebf\uff0c\u968f\u7740\u4f60\u6cbf x \u8f74\u79fb\u52a8\uff0c\u6027\u80fd\u6301\u7eed\u63d0\u5347\u3002\u4f60\u60f3\u907f\u514d\u7684\u662f\u8fd9\u6761\u7ea2\u7ebf\uff0c\u5728 x \u8f74\u7684\u67d0\u4e2a\u9608\u503c\u4e4b\u540e\uff0c\u6027\u80fd\u5c31\u9971\u548c\u4e86\uff0c\u4e0d\u518d\u63d0\u5347\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e5e38f45a2c01bd7240204c3d14526a1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e5e38f45a2c01bd7240204c3d14526a1.png\"><\/a><\/section>\n<section>\u7b80\u5355\u6765\u8bf4\uff0c\u5c31\u662f\u8fd9\u6837\uff1a \u00a0<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a70871e3c1d14f46a445d8effd71bc34.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a70871e3c1d14f46a445d8effd71bc34.png\"><\/a><\/section>\n<section>\u5982\u679c\u4f60\u770b\u5927\u8bed\u8a00\u6a21\u578b\u9886\u57df\u7684\u8bba\u6587\uff0c\u4f60\u4f1a\u53d1\u73b0\u6269\u5c55\u65e0\u5904\u4e0d\u5728\u3002\u8fd9\u91cc\u6709\u4e00\u4e9b\u6765\u81ea OpenAI\u3001Google Brain\u3001DeepMind \u7684\u8bba\u6587\uff0c\u4f60\u53ef\u4ee5\u5728\u8fd9\u4e9b\u4e0d\u540c\u7684\u8bba\u6587\u4e2d\u627e\u5230\u8fd9\u4e9b\u6269\u5c55\u56fe\u8868\u3002\u6709\u65f6\u4f60\u9700\u8981\u628a\u56fe\u8868\u4e0a\u4e0b\u7ffb\u8f6c\u624d\u80fd\u627e\u5230\u5b83\uff0c\u56e0\u4e3a\u753b\u7684\u662f\u635f\u5931\u800c\u4e0d\u662f\u6027\u80fd\u3002\u8fd9\u4e9b\u56fe\u8868\u771f\u7684\u662f\u6269\u5c55\u7684\u6807\u5fd7\uff0c\u5b83\u4eec\u53ef\u4ee5\u975e\u5e38\u6709\u529b\u3002\u81f3\u5c11\u5728 OpenAI\uff0c\u5982\u679c\u4f60\u5e26\u7740\u8fd9\u6837\u4e00\u4e2a\u56fe\u8868\u8d70\u8fdb\u4f1a\u8bae\u5ba4\uff0c\u4f1a\u8bae\u7ed3\u675f\u65f6\u4f60\u4f1a\u5f97\u5230\u4f60\u60f3\u8981\u7684\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ed115e44dc5a7f1ab1c1d5730c8012b1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-ed115e44dc5a7f1ab1c1d5730c8012b1.png\"><\/a><\/section>\n<section>\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6211\u4eec\u73b0\u5728\u628a\u6269\u5c55\u8303\u5f0f\u89c6\u4e3a\u7406\u6240\u5f53\u7136\uff0c\u4f46\u5728\u5f53\u65f6\u6269\u5c55\u662f\u975e\u5e38\u4e0d\u660e\u663e\u7684\u3002\u5b83\u4e4b\u6240\u4ee5\u4e0d\u660e\u663e\u6709\u5f88\u591a\u539f\u56e0\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\u662f\u4f34\u968f\u7740\u89c4\u6a21\u800c\u6765\u7684\u6280\u672f\u548c\u8fd0\u8425\u6311\u6218\u3002\u9996\u5148\uff0c\u5206\u5e03\u5f0f\u8bad\u7ec3\u9700\u8981\u5927\u91cf\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4f60\u9700\u8981\u96c7\u4f63\u5f88\u591a\u57fa\u7840\u8bbe\u65bd\u5de5\u7a0b\u5e08\u6765\u6784\u5efa\u8fd9\u4e2a\u5206\u5e03\u5f0f\u8bad\u7ec3\u7cfb\u7edf\u3002\u5176\u6b21\uff0c\u4f60\u9700\u8981\u673a\u5668\u5b66\u4e60\u7814\u7a76\u4eba\u5458\u6765\u5bf9\u6297\u53ef\u80fd\u51fa\u73b0\u7684\u635f\u5931\u53d1\u6563\u548c\u786c\u4ef6\u6545\u969c\u3002\u7b2c\u4e09\u70b9\u662f\u8ba1\u7b97\u975e\u5e38\u6602\u8d35\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-be9f887fa729758358821264f4b3a54e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-be9f887fa729758358821264f4b3a54e.png\"><\/a><\/section>\n<section>\u9664\u4e86\u6280\u672f\u6311\u6218\u4e4b\u5916\uff0c\u8fd8\u6709\u4e00\u4e9b\u5fc3\u7406\u6311\u6218\uff0c\u8fd9\u8ba9\u6269\u5c55\u5728\u5f53\u65f6\u53d8\u5f97\u76f8\u5f53\u56f0\u96be\u3002\u4e00\u4e2a\u5fc3\u7406\u6311\u6218\u662f\u7814\u7a76\u4eba\u5458\u559c\u6b22\u5f52\u7eb3\u504f\u7f6e\u3002\u5bf9\u4e8e\u5982\u4f55\u6539\u8fdb\u7b97\u6cd5\u6709\u4e00\u4e2a\u5047\u8bbe\uff0c\u7136\u540e\u771f\u7684\u770b\u5230\u4efb\u52a1\u6027\u80fd\u63d0\u5347\uff0c\u8fd9\u5176\u4e2d\u6709\u4e00\u79cd\u56fa\u6709\u7684\u5feb\u4e50\u3002\u6240\u4ee5\u7814\u7a76\u4eba\u5458\u559c\u6b22\u505a\u90a3\u79cd\u6539\u53d8\u7b97\u6cd5\u7684\u5de5\u4f5c\u3002<\/section>\n<section><\/section>\n<section>\u7b2c\u4e8c\uff0c\u603b\u662f\u6709\u4e00\u79cd\u8bba\u70b9\u8bf4\u4eba\u7c7b\u5b66\u4e60\u6bd4\u6269\u5c55\u6548\u7387\u9ad8\u5f97\u591a\u3002\u4f60\u77e5\u9053\uff0c\u4e00\u4e2a\u4eba\u4e0d\u9700\u8981\u8bfb GPT-3 \u8bad\u7ec3\u65f6\u8bfb\u8fc7\u7684\u90a3\u4e48\u591a\u6587\u672c\u5c31\u80fd\u5b66\u4f1a\u5199\u4e00\u6bb5\u82f1\u8bed\u3002\u6240\u4ee5\u6709\u4e00\u4e2a\u95ee\u9898\u662f\uff1a\u5982\u679c\u4eba\u7c7b\u80fd\u505a\u5230\uff0c\u4e3a\u4ec0\u4e48\u673a\u5668\u9700\u8981\u4ece\u8fd9\u4e48\u591a\u6570\u636e\u4e2d\u5b66\u4e60\uff1f<\/section>\n<section><\/section>\n<section>\u7b2c\u4e09\uff0c\u957f\u671f\u4ee5\u6765\uff0c\u79d1\u5b66\u7814\u7a76\u7684\u6fc0\u52b1\u673a\u5236\u548c\u6269\u5c55\u6240\u9700\u7684\u5de5\u7a0b\u5de5\u4f5c\u5e76\u4e0d\u5b8c\u5168\u5339\u914d\u3002\u4f60\u77e5\u9053\uff0c\u5f53\u4f60\u5411\u4f1a\u8bae\u63d0\u4ea4\u8bba\u6587\u65f6\uff0c\u4ed6\u4eec\u60f3\u770b\u5230\u4e00\u4e9b\u300c\u521b\u65b0\u300d\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4f60\u628a\u6570\u636e\u96c6\u505a\u5f97\u66f4\u5927\u6216\u8005\u7528\u4e86\u66f4\u591a GPU\u3002<\/section>\n<section><\/section>\n<section>\u90a3\u4e48\uff0c\u65e2\u7136\u6269\u5c55\u5982\u6b64\u5177\u6709\u6311\u6218\u6027\uff0c\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u505a\u6269\u5c55\u5462\uff1f<\/section>\n<section><\/section>\n<section>\u6211\u60f3\u8bf4\uff0c<strong>\u5982\u679c\u4f60\u4e0d\u4f9d\u8d56\u6269\u5c55\u8303\u5f0f\uff0c\u90a3\u4e48\u51e0\u4e4e\u6bcf\u4e00\u4e2a\u6539\u8fdb\u90fd\u9700\u8981\u65b0\u7684\u521b\u9020\u529b\u3002\u4f60\u5fc5\u987b\u6295\u5165\u7814\u7a76\u4eba\u5458\u6765\u5b9e\u73b0\u6a21\u578b\u7684\u8fdb\u6b65\uff0c\u800c\u4e14\u4e0d\u4e00\u5b9a\u80fd\u6210\u529f\uff0c\u8fd9\u9700\u8981\u4e00\u5b9a\u7a0b\u5ea6\u7684\u521b\u9020\u529b\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0b434076c035d3788e1c845585655ad5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-0b434076c035d3788e1c845585655ad5.png\"><\/a><\/section>\n<section>\u7b2c\u4e8c\u4e2a\u6311\u6218\u662f\uff0c\u6211\u4eec\u5e0c\u671b AI \u80fd\u505a\u5f88\u591a\u4efb\u52a1\uff0c\u5982\u679c\u4f60\u60f3\u5728\u6bcf\u4e2a\u4efb\u52a1\u4e0a\u5355\u72ec\u8bad\u7ec3 AI\uff0c\u90a3\u5c06\u662f\u5f88\u5927\u7684\u6311\u6218\u3002<\/section>\n<section><\/section>\n<section>\u800c\u5728\u4ee5\u6269\u5c55\u4e3a\u4e2d\u5fc3\u7684 AI \u4e2d\uff0c\u4ece\u5b9a\u4e49\u4e0a\u6765\u8bf4\uff0c\u4f60\u6709\u4e00\u4e2a\u53ef\u9760\u7684\u65b9\u6cd5\u6765\u63d0\u5347\u6a21\u578b\u7684\u80fd\u529b\u3002\u73b0\u5728\u91cd\u8981\u7684\u662f\u8981\u6ce8\u610f\uff0c\u8fd9\u901a\u5e38\u975e\u5e38\u6602\u8d35\u3002\u4f60\u4f1a\u770b\u5230\u5f88\u591a\u6269\u5c55\u56fe\u8868\u4e2d x \u8f74\u662f\u5bf9\u6570\u523b\u5ea6\u7684\uff0c\u6240\u4ee5\u63d0\u5347\u6027\u80fd\u5b9e\u9645\u4e0a\u662f\u6781\u5176\u6602\u8d35\u7684\u3002\u4f46\u597d\u6d88\u606f\u662f\uff0c\u5982\u679c\u4f60\u7684\u80fd\u529b\u5ea6\u91cf\uff08\u4e5f\u5c31\u662f y \u8f74\uff09\u975e\u5e38\u901a\u7528\uff0c\u90a3\u4e48\u8fd9\u79cd\u6781\u7aef\u7684\u8d22\u52a1\u6295\u8d44\u901a\u5e38\u53ef\u4ee5\u8bc1\u660e\u662f\u5408\u7406\u7684\u3002<\/section>\n<section><\/section>\n<section>\u5f53\u7136\uff0c\u8c08\u5230\u6269\u5c55\u5c31\u4e0d\u80fd\u4e0d\u63d0 Rich Sutton \u7684\u8fd9\u7bc7\u6587\u7ae0\u300aThe Bitter Lesson\u300b\u3002\u5982\u679c\u4f60\u8fd8\u6ca1\u8bfb\u8fc7\uff0c\u6211\u63a8\u8350\u9605\u8bfb\uff0c\u5199\u5f97\u975e\u5e38\u597d\u3002\u6587\u7ae0\u7684\u4e3b\u8981\u89c2\u70b9\u662f\u5229\u7528\u8ba1\u7b97\u80fd\u529b\u7684\u901a\u7528\u65b9\u6cd5\u662f\u6700\u6709\u6548\u7684\uff0c\u80fd\u6269\u5c55\u7684\u65b9\u6cd5\u6700\u7ec8\u4f1a\u80dc\u51fa\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-7213078f49b0c30d22a54b2596de2b4d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-7213078f49b0c30d22a54b2596de2b4d.png\"><\/a><\/section>\n<section><strong>\u6269\u5c55\u8303\u5f0f\u4e00\uff1a\u9884\u6d4b\u4e0b\u4e00\u8bcd<\/strong><\/section>\n<section><\/section>\n<section>\u73b0\u5728\u6211\u60f3\u8c08\u8c08\u7b2c\u4e00\u4e2a\u6269\u5c55\u8303\u5f0f\uff0c\u4e5f\u5c31\u662f\u9884\u6d4b\u4e0b\u4e00\u8bcd\u3002\u8fd9\u4e2a\u8303\u5f0f\u59cb\u4e8e 2018 \u5e74\uff0c\u6211\u4eec\u4eca\u5929\u4ecd\u5728\u7ee7\u7eed\uff0c\u5b83\u975e\u5e38\u7b80\u5355 \u2014\u2014 \u5c31\u662f\u5728\u9884\u6d4b\u4e0b\u4e00\u8bcd\u65b9\u9762\u53d8\u5f97\u975e\u5e38\u975e\u5e38\u64c5\u957f\u3002<\/section>\n<section><\/section>\n<section>\u6211\u8ba4\u4e3a\u8981\u5b8c\u5168\u7406\u89e3\u8fd9\u4e00\u70b9\u5e76\u4e0d\u7b80\u5355\u3002\u95ee\u9898\u662f\u4e3a\u4ec0\u4e48\u4ec5\u4ec5\u901a\u8fc7\u9884\u6d4b\u4e0b\u4e00\u8bcd\u5c31\u80fd\u5f97\u5230\u8fd9\u4e48\u591a\uff1f\u6211\u7684\u7b54\u6848\u662f\uff1a<strong>\u9884\u6d4b\u4e0b\u4e00\u8bcd\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u5927\u89c4\u6a21\u7684\u591a\u4efb\u52a1\u5b66\u4e60\u3002<\/strong><\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-2424342f9e7b13645cf589d9371be39f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-2424342f9e7b13645cf589d9371be39f.png\"><\/a><\/section>\n<section>\u8ba9\u6211\u4eec\u5feb\u901f\u56de\u987e\u4e00\u4e0b\u4e0b\u4e00\u8bcd\u9884\u6d4b\u662f\u5982\u4f55\u5de5\u4f5c\u7684\u3002\u4f60\u6709\u4e00\u4e2a\u53e5\u5b50\uff0c\u6bd4\u5982\u300c On weekends, Dartmouth students like to ___ \u300d\u3002\u7136\u540e\u8bed\u8a00\u6a21\u578b\u5bf9\u8bcd\u6c47\u8868\u4e2d\u7684\u6bcf\u4e2a\u8bcd \u2014\u2014 \u4ece\u300ca\u300d\u3001\u300caardvark\u300d\u4e00\u76f4\u5230\u300czucchini\u300d\u2014\u2014 \u90fd\u5206\u914d\u4e00\u4e2a\u6982\u7387\u3002\u7136\u540e\u6a21\u578b\u7684\u597d\u574f\u53d6\u51b3\u4e8e\u5176\u5bf9\u5b9e\u9645\u4e0b\u4e00\u8bcd\u7684\u9884\u6d4b\u6709\u591a\u63a5\u8fd1 1.0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-da1b270bb55b403716debd7c4cf486b3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-da1b270bb55b403716debd7c4cf486b3.png\"><\/a><\/section>\n<section>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u5047\u8bbe\u300cdrink\u300d\u662f\u5b9e\u9645\u7684\u4e0b\u4e00\u8bcd\u3002\u5f53\u8bed\u8a00\u6a21\u578b\u4ece\u4e2d\u5b66\u4e60\u65f6\uff0c\u5b83\u4f1a\u8bd5\u56fe\u589e\u52a0\u300cdrink\u300d\u7684\u6982\u7387\uff0c\u5e76\u964d\u4f4e\u5176\u4ed6\u6240\u6709\u8bcd\u7684\u6982\u7387\u3002<\/section>\n<section><\/section>\n<section>\u6211\u60f3\u5c55\u793a\u4e00\u4e9b\u4f8b\u5b50\u6765\u8bf4\u660e\u4ec5\u4ec5\u901a\u8fc7\u5728\u8db3\u591f\u5927\u7684\u6570\u636e\u5e93\u4e0a\u505a\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5c31\u80fd\u5b66\u5230\u4ec0\u4e48\u3002<\/section>\n<section><\/section>\n<section>\u9996\u5148\uff0c\u6a21\u578b\u80af\u5b9a\u4f1a\u5f88\u597d\u5730\u5b66\u4e60\u8bed\u6cd5\u3002\u6bd4\u5982\u5728\u9884\u8bad\u7ec3\u6570\u636e\u4e2d\u6709\u4e00\u53e5\u8bdd\u8bf4\u300cIn my free time, I like to {code, banana} \u300d\uff0c\u4e0b\u4e00\u8bcd\u662f\u300ccode\u300d\u800c\u4e0d\u662f\u300cbanana\u300d\uff0c\u6240\u4ee5\u8bed\u8a00\u6a21\u578b\u5b66\u4f1a\u4e86\u5728\u8fd9\u91cc\u52a8\u8bcd\u5e94\u8be5\u6bd4\u540d\u8bcd\u6709\u66f4\u9ad8\u7684\u6743\u91cd\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d3ee816b3616273d3ae91dd4ae70e599.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d3ee816b3616273d3ae91dd4ae70e599.png\"><\/a><\/section>\n<section>\u6a21\u578b\u4f1a\u5b66\u5230\u4e16\u754c\u77e5\u8bc6\u3002\u6bd4\u5982\u4e92\u8054\u7f51\u4e0a\u53ef\u80fd\u6709\u4e00\u53e5\u8bdd\u8bf4\u300cThe capital of Azerbaijan is {Baku, London} \u300d\uff0c\u7136\u540e\u6a21\u578b\u5b66\u4f1a\u4e86\u7ed9\u300cBaku\u300d\u6bd4\u300cLondon\u300d\u66f4\u9ad8\u7684\u6743\u91cd\uff0c\u6240\u4ee5\u6a21\u578b\u5b66\u5230\u4e86\u4e00\u4e9b\u5173\u4e8e\u8fd9\u4e2a\u4e16\u754c\u7684\u77e5\u8bc6\u3002<\/section>\n<section><\/section>\n<section>\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u7ecf\u5178\u7684\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4efb\u52a1\uff0c\u6bd4\u5982\u60c5\u611f\u5206\u6790\u3002\u4e92\u8054\u7f51\u4e0a\u67d0\u5904\u53ef\u80fd\u6709\u4e00\u53e5\u8bdd\u8bf4\u300cI was engaged and on the edge of my seat the whole time. The movie was {good, bad} \u300d\uff0c\u7136\u540e\u901a\u8fc7\u5b66\u4f1a\u7ed9\u300cgood\u300d\u6bd4\u300cbad\u300d\u66f4\u9ad8\u7684\u6743\u91cd\uff0c\u8bed\u8a00\u6a21\u578b\u5b66\u5230\u4e86\u4e00\u4e9b\u5173\u4e8e\u60c5\u611f\u5206\u6790\u7684\u4e1c\u897f\u3002<\/section>\n<section><\/section>\n<section>\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u5982\u4f55\u7ffb\u8bd1\u3002\u9884\u8bad\u7ec3\u4e2d\u53ef\u80fd\u6709\u4e00\u53e5\u8bdd\u8bf4\u300cThe word for \u201cneural network\u201d in Russian is {\u043d\u0435\u0439\u0440\u043e\u043d\u043d\u0430\u044f \u0441\u0435\u0442\u044c, \u043f\u0440\u0438\u0432\u0435\u0442} \u300d\uff0c\u7136\u540e\u901a\u8fc7\u7ed9\u6b63\u786e\u7684\u4fc4\u8bed\u5355\u8bcd\u66f4\u9ad8\u7684\u6743\u91cd\uff0c\u6a21\u578b\u5b66\u5230\u4e86\u4e00\u4e9b\u5173\u4e8e\u4fc4\u8bed\u7684\u77e5\u8bc6\u3002<\/section>\n<section><\/section>\n<section>\u6a21\u578b\u53ef\u4ee5\u5b66\u4e60\u7a7a\u95f4\u63a8\u7406\u3002\u4e92\u8054\u7f51\u4e0a\u53ef\u80fd\u6709\u4e00\u53e5\u8bdd\u8bf4\u300cIroh went into the kitchen to make tea. Standing next to Iroh, Zuko pondered his destiny. Zuko left the {kitchen, store} \u300d\uff0c\u7136\u540e\u901a\u8fc7\u7ed9\u300ckitchen\u300d\u6bd4\u300cstore\u300d\u66f4\u9ad8\u7684\u6743\u91cd\uff0c\u6a21\u578b\u5b66\u5230\u4e86\u4e00\u4e9b\u5173\u4e8e Zuko \u5728\u54ea\u91cc\u7684\u7a7a\u95f4\u63a8\u7406\u3002<\/section>\n<section><\/section>\n<section>\u6700\u540e\uff0c\u6a21\u578b\u751a\u81f3\u53ef\u4ee5\u671f\u671b\u5b66\u4e60\u6570\u5b66\u8fd9\u6837\u7684\u4e1c\u897f\u3002\u8bad\u7ec3\u4e2d\u53ef\u80fd\u6709\u4e00\u53e5\u300cArithmetic exam answer key: 3 + 8 + 4 = {15, 11} \u300d\uff0c\u7136\u540e\u901a\u8fc7\u5b66\u4f1a\u6b63\u786e\u9884\u6d4b 15\uff0c\u6a21\u578b\u5b66\u5230\u4e86\u4e00\u4e9b\u6570\u5b66\u77e5\u8bc6\u3002<\/section>\n<section><\/section>\n<section>\u4f60\u53ef\u4ee5\u60f3\u8c61\uff0c\u8fd8\u6709\u6570\u767e\u4e07\u79cd\u7c7b\u4f3c\u7684\u4efb\u52a1\u3002<strong>\u901a\u8fc7\u5728\u5e9e\u5927\u7684\u8bed\u6599\u5e93\u4e0a\u4ec5\u8bad\u7ec3\u4e0b\u4e00\u8bcd\u7684\u9884\u6d4b\uff0c\u6a21\u578b\u5b9e\u9645\u4e0a\u662f\u5728\u8fdb\u884c\u6781\u5176\u5927\u91cf\u7684\u591a\u4efb\u52a1\u5b66\u4e60\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u5728 2020 \u5e74\uff0cKaplan \u7b49\u4eba\u53d1\u8868\u7684\u4e00\u7bc7\u8bba\u6587\u666e\u53ca\u4e86\u8fd9\u79cd\u6269\u5c55\u8303\u5f0f\u3002\u5b83\u666e\u53ca\u4e86 scaling law \u8fd9\u4e2a\u6982\u5ff5\uff0c\u8fd9\u4e2a\u6982\u5ff5\u4e3b\u8981\u662f\u8bf4\uff0c\u8bed\u8a00\u6a21\u578b\u9884\u6d4b\u4e0b\u4e00\u8bcd\u7684\u80fd\u529b\u6216\u6027\u80fd\u4f1a\u968f\u7740\u6211\u4eec\u589e\u52a0\u6a21\u578b\u5927\u5c0f\u3001\u6570\u636e\u96c6\u5927\u5c0f\u548c\u8bad\u7ec3\u8ba1\u7b97\u91cf\u800c\u5e73\u6ed1\u63d0\u5347\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a293241167062a1f619a8b79203b9fb9.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a293241167062a1f619a8b79203b9fb9.png\"><\/a><\/section>\n<section>\u8fd9\u91cc x \u8f74\u662f\u8bad\u7ec3\u8ba1\u7b97\u91cf\uff0c\u4e5f\u5c31\u662f\u4f60\u8bad\u7ec3\u7684\u6570\u636e\u91cf\u4e58\u4ee5\u6a21\u578b\u5927\u5c0f\uff0c\u4f60\u53ef\u4ee5\u770b\u5230\u6a21\u578b\u9884\u6d4b\u4e0b\u4e00\u8bcd\u7684\u80fd\u529b\u5728\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section>\u4e4b\u6240\u4ee5\u79f0\u4e4b\u4e3a scaling law\uff0c\u662f\u56e0\u4e3a\u4ed6\u4eec\u53ef\u4ee5\u770b\u5230\u8fd9\u4e2a\u8d8b\u52bf\u8de8\u8d8a\u4e86 7 \u4e2a\u6570\u91cf\u7ea7\u3002\u4ed6\u4eec\u7528 7 \u4e2a\u6570\u91cf\u7ea7\u7684\u8ba1\u7b97\u91cf\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\uff0c\u53d1\u73b0\u8fd9\u4e2a\u8d8b\u52bf\u4e00\u76f4\u6301\u7eed\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u91cc\u6700\u91cd\u8981\u7684\u662f\u5b83\u4e0d\u4f1a\u9971\u548c\u3002\u8fd9\u70b9\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u662f\u56e0\u4e3a\u5982\u679c\u4f60\u6269\u5927\u8ba1\u7b97\u91cf\uff0c\u4f60\u53ef\u4ee5\u671f\u671b\u5f97\u5230\u4e00\u4e2a\u66f4\u597d\u7684\u8bed\u8a00\u6a21\u578b\u3002\u8fd9\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u7ed9\u4e86\u7814\u7a76\u4eba\u5458\u7ee7\u7eed\u6269\u5927\u89c4\u6a21\u7684\u4fe1\u5fc3\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u91cc\u6709\u4e00\u4e2a\u81ea\u7136\u7684\u95ee\u9898\uff1a\u4e3a\u4ec0\u4e48\u6269\u5c55\u6548\u679c\u8fd9\u4e48\u597d\uff1f\u4f5c\u4e3a\u4e00\u4e2a\u9886\u57df\uff0c\u6211\u8ba4\u4e3a\u6211\u4eec\u8fd8\u6ca1\u6709\u4e00\u4e2a\u5f88\u597d\u7684\u7b54\u6848\uff0c\u4f46\u6211\u53ef\u4ee5\u7ed9\u51fa\u4e00\u4e2a\u5927\u81f4\u7684\u89e3\u91ca\uff0c\u8bf4\u660e\u6269\u5c55\u53ef\u4ee5\u5e26\u6765\u7684\u4e24\u4e2a\u4f18\u52bf\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bb205bb6c9ef96ea03af37368231240c.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bb205bb6c9ef96ea03af37368231240c.png\"><\/a><\/section>\n<section>\u9996\u5148\uff0c\u5982\u679c\u662f\u4e00\u4e2a\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u90a3\u5b83\u7684\u8bb0\u5fc6\u662f\u975e\u5e38\u6602\u8d35\u7684\u3002\u56e0\u4e3a\u53c2\u6570\u5f88\u5c11\uff0c\u4f60\u5fc5\u987b\u975e\u5e38\u8c28\u614e\u5730\u9009\u62e9\u8981\u5728\u53c2\u6570\u4e2d\u7f16\u7801\u4ec0\u4e48\u6837\u7684\u77e5\u8bc6\u3002\u800c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u6709\u5f88\u591a\u53c2\u6570\uff0c\u6240\u4ee5\u5728\u5b66\u4e60\u957f\u5c3e\u77e5\u8bc6\u548c\u8bb0\u5fc6\u5927\u91cf\u4e8b\u5b9e\u65b9\u9762\u53ef\u4ee5\u66f4\u6177\u6168\u3002<\/section>\n<section><\/section>\n<section>\u5176\u6b21\uff0c\u5982\u679c\u662f\u4e00\u4e2a\u5c0f\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u5728\u5355\u6b21\u524d\u5411\u4f20\u64ad\u4e2d\u7684\u80fd\u529b\u8981\u4f4e\u5f97\u591a\u3002\u6240\u4ee5\u5b83\u53ef\u80fd\u4e3b\u8981\u5b66\u4e60\u4e00\u9636\u76f8\u5173\u6027\u3002\u800c\u5982\u679c\u662f\u4e00\u4e2a\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff0c\u5b83\u5728\u5355\u6b21\u524d\u5411\u4f20\u64ad\u4e2d\u4f1a\u83b7\u5f97\u66f4\u591a\u7684\u8ba1\u7b97\u80fd\u529b\uff0c\u5f53\u5b83\u6709\u989d\u5916\u7684\u8ba1\u7b97\u80fd\u529b\u65f6\uff0c\u5b66\u4e60\u590d\u6742\u6027\u8981\u5bb9\u6613\u5f97\u591a\u3002<\/section>\n<section><\/section>\n<section>\u73b0\u5728\u4f60\u53ef\u80fd\u4f1a\u8bf4\uff0c\u5982\u679c scaling law \u5982\u6b64\u53ef\u9884\u6d4b\uff0c\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u591a\u4eba\u5bf9 ChatGPT \u5728\u6269\u5c55\u8303\u5f0f\u4e2d\u7684\u6210\u529f\u611f\u5230\u60ca\u8bb6\uff1f\u6211\u7684\u56de\u7b54\u662f\uff0c\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5b9e\u9645\u4e0a\u662f\u5927\u89c4\u6a21\u7684\u591a\u4efb\u52a1\u5904\u7406\uff0c\u800c\u4e14\u5728\u4e0d\u540c\u4efb\u52a1\u4e0a\u7684\u6027\u80fd\u63d0\u5347\u901f\u5ea6\u5404\u4e0d\u76f8\u540c\uff0c\u6240\u4ee5\u4e00\u4e9b\u80fd\u529b\u7684\u6d8c\u73b0\u53ef\u80fd\u4f1a\u8ba9\u4eba\u611f\u5230\u60ca\u8bb6\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3b9b2517a42446b71fc0999be3885a3e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-3b9b2517a42446b71fc0999be3885a3e.png\"><\/a><\/section>\n<section>\u6211\u5efa\u8bae\u4f60\u8fd9\u6837\u770b\u5f85\u4e0b\u4e00\u8bcd\u9884\u6d4b\u7684\u51c6\u786e\u7387\uff1a\u5b83\u662f\u5f88\u591a\u4e2a\u4f53\u5b50\u4efb\u52a1\u7684\u52a0\u6743\u548c\u3002\u8fd9\u4e9b\u6570\u5b57\u662f\u6211\u7f16\u7684\uff0c\u4f46\u4f60\u53ef\u4ee5\u628a\u603b\u4f53\u51c6\u786e\u7387\u8ba1\u7b97\u4e3a\uff1a\u67d0\u4e2a\u5c0f\u7cfb\u6570\u4e58\u4ee5\u8bed\u6cd5\u51c6\u786e\u7387\uff0c\u52a0\u4e0a\u67d0\u4e2a\u5c0f\u7cfb\u6570\u4e58\u4ee5\u4e16\u754c\u77e5\u8bc6\u51c6\u786e\u7387\uff0c\u52a0\u4e0a\u60c5\u611f\u5206\u6790\u3001\u6570\u5b66\u80fd\u529b\u3001\u63a8\u7406\u7b49\u7b49\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fb4da11bc6b6724426ad0343c90e7cac.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fb4da11bc6b6724426ad0343c90e7cac.png\"><\/a><\/section>\n<section>\u5f53\u4f60\u8fd9\u6837\u770b\u65f6\uff0c\u4f60\u53ef\u4ee5\u95ee\u81ea\u5df1\u8fd9\u4e2a\u95ee\u9898\uff1a\u5982\u679c\u51c6\u786e\u7387\u4ece 70% \u63d0\u5347\u5230\u6bd4\u5982 80%\uff0c\u662f\u6240\u6709\u4efb\u52a1\u90fd\u5747\u5300\u63d0\u5347\u5417\uff1f\u6bd4\u5982\u8bed\u6cd5\u4ece 70 \u63d0\u5347\u5230 80\uff0c\u6570\u5b66\u4e5f\u4ece 70 \u63d0\u5347\u5230 80?<\/section>\n<section><\/section>\n<section>\u6211\u8ba4\u4e3a\u53ef\u80fd\u4e0d\u662f\u8fd9\u6837\u3002\u4f60\u53ef\u4ee5\u8fd9\u6837\u770b\uff1a\u603b\u4f53\u80fd\u529b\u5728\u5e73\u6ed1\u63d0\u5347\u3002\u5bf9\u4e8e\u4e00\u4e9b\u7b80\u5355\u7684\u4efb\u52a1\uff0c\u5728\u67d0\u4e2a\u70b9\u4e4b\u540e\u4f60\u5b9e\u9645\u4e0a\u5e76\u6ca1\u6709\u63d0\u5347\u6027\u80fd\u3002\u4f8b\u5982\uff0cGPT-3.5 \u57fa\u672c\u4e0a\u5df2\u7ecf\u6709\u5b8c\u7f8e\u7684\u8bed\u6cd5\u4e86\uff0c\u6240\u4ee5\u5f53\u4f60\u8bad\u7ec3 GPT-4 \u65f6\uff0c\u4f60\u53ef\u80fd\u5b9e\u9645\u4e0a\u5e76\u6ca1\u6709\u4f18\u5316\u8bed\u6cd5\u65b9\u9762\u7684\u635f\u5931\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a058bddab84927d8c2fb8c71d6308f0f.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-a058bddab84927d8c2fb8c71d6308f0f.png\"><\/a><\/section>\n<section>\u53e6\u4e00\u65b9\u9762\uff0c\u4f60\u53ef\u80fd\u6709\u4e00\u4e9b\u4efb\u52a1\u51fa\u73b0\u4e86\u80fd\u529b\u7684\u5927\u5e45\u63d0\u5347\u3002\u6bd4\u5982\uff0c\u4f60\u53ef\u4ee5\u8bf4 GPT-3 \u548c GPT-2 \u7684\u6570\u5b66\u80fd\u529b\u90fd\u5f88\u5dee\uff0c\u751a\u81f3\u4e0d\u80fd\u505a\u7b97\u672f\uff0c\u4f46 GPT-4 \u771f\u7684\u5f88\u64c5\u957f\u6570\u5b66\u3002\u6240\u4ee5\u4f60\u53ef\u80fd\u4f1a\u770b\u5230\u6570\u5b66\u80fd\u529b\u4ee5\u8fd9\u79cd\u65b9\u5f0f\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section>\u4eba\u4eec\u7ecf\u5e38\u7528\u300c\u6d8c\u73b0\u80fd\u529b\u300d\u6216\u300c\u76f8\u53d8\u300d\u8fd9\u4e24\u4e2a\u672f\u8bed\u6765\u63cf\u8ff0\u8fd9\u79cd\u73b0\u8c61\u3002<\/section>\n<section><\/section>\n<section>\u53ef\u4ee5\u770b\u5230\uff0c\u8fd9\u91cc\u6709\u4e24\u4e2a\u9636\u6bb5\uff1a\u5728\u9608\u503c\u4e4b\u524d\uff0c\u6a21\u578b\u7684\u6027\u80fd\u4e0d\u4f73\u6216\u589e\u957f\u5e73\u7f13\uff1b\u800c\u4e00\u65e6\u8d85\u8fc7\u67d0\u4e2a\u9608\u503c\uff0c\u6a21\u578b\u7684\u6027\u80fd\u5c31\u4f1a\u8fc5\u901f\u63d0\u5347\u3002\u4e0b\u9762\u5c55\u793a\u4e86\u4e00\u4e2a\u7b80\u5355\u793a\u4f8b\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d23f6086a40b882645ee2487ea2c692b.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-d23f6086a40b882645ee2487ea2c692b.png\"><\/a><\/section>\n<section>\u8fd9\u91cc\u7684\u63d0\u793a\u8bcd\u662f\u60f3\u8981\u628a\u4e00\u53e5\u8bdd\u7ffb\u8bd1\u6210\u897f\u73ed\u7259\u8bed\u3002\u53ef\u4ee5\u770b\u5230\uff0c\u56fe\u4e2d\u5c55\u793a\u4e86\u4e09\u4e2a\u6a21\u578b\u7684\u8f93\u51fa\u7ed3\u679c\u3002ada \u548c babbage \u53ea\u662f\u91cd\u590d\u4e86\u8f93\u5165\uff0c\u56e0\u4e3a\u5b83\u4eec\u5e76\u4e0d\u771f\u6b63\u7406\u89e3\u8fd9\u91cc\u5e94\u8be5\u6267\u884c\u7ffb\u8bd1\u3002\u800c\u6700\u5927\u7684\u6a21\u578b curie \u7a81\u7136\u5c31\u5b66\u4f1a\u4e86\u5b8c\u7f8e\u5730\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u91cd\u70b9\u5728\u4e8e\uff0c\u5982\u679c\u4f60\u53ea\u8bad\u7ec3\u4e86 ada \u548c babbage\uff0c\u5e76\u8bd5\u56fe\u9884\u6d4b curie \u80fd\u5426\u5b8c\u6210\u8fd9\u4e2a\u4efb\u52a1\uff0c\u90a3\u4e48\u4f60\u53ef\u80fd\u4f1a\u5f97\u5230\u6d88\u6781\u7684\u7b54\u6848\uff0c\u8ba4\u4e3a curie \u4e5f\u65e0\u6cd5\u505a\u5230\u3002\u4f46\u5b9e\u9645\u60c5\u51b5\u5374\u5e76\u975e\u5982\u6b64\u3002<\/section>\n<section><\/section>\n<section>\u56e0\u6b64\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed8\u5236\u4e00\u5f20\u6211\u4eec\u5e0c\u671b AI \u5b8c\u6210\u7684\u4efb\u52a1\u56fe\u8c31\u3002\u4e00\u5f00\u59cb\u662f\u6700\u57fa\u7840\u7684\u4efb\u52a1\uff08\u6bd4\u5982\u8fd4\u56de\u57fa\u672c\u4e8b\u5b9e\u6216\u4fdd\u8bc1\u8bed\u6cd5\u6b63\u786e\uff09\uff0c\u5230\u7ffb\u8bd1\u3001\u5199\u4ee3\u7801\u548c\u5199\u8bd7\u7b49\u4e2d\u7b49\u96be\u5ea6\u4efb\u52a1\uff0c\u518d\u5230\u5199\u5c0f\u8bf4\u6216\u505a\u79d1\u7814\u7b49\u6700\u96be\u7684\u4efb\u52a1\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-136ae9cbd7c3382fe475e4d141b02e7e.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-136ae9cbd7c3382fe475e4d141b02e7e.png\"><\/a><\/section>\n<section>\u968f\u7740\u6a21\u578b\u589e\u5927\uff0c\u5b83\u4eec\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\u4e5f\u8d8a\u6765\u8d8a\u591a\uff0c\u6bd4\u5982 GPT-2 \u53ea\u80fd\u505a\u8fd9\u4e9b\u4efb\u52a1\u4e2d\u7684\u4e00\u5c0f\u90e8\u5206\uff0cGPT-3 \u80fd\u505a\u66f4\u591a\u4efb\u52a1\uff0c\u800c GPT-4 \u5219\u6d8c\u73b0\u51fa\u4e86\u66f4\u591a\u80fd\u529b\uff0c\u6bd4\u5982\u8c03\u8bd5\u4ee3\u7801\u3001\u5199\u8bd7\u7b49\u3002<\/section>\n<section><\/section>\n<section>\u4e8e\u662f\uff0c\u95ee\u9898\u6765\u4e86\uff1a\u65e2\u7136\u4e0b\u4e00\u8bcd\u9884\u6d4b\u6548\u679c\u8fd9\u4e48\u597d\uff0c\u90a3\u4e48\u80fd\u5426\u4ec5\u4ec5\u901a\u8fc7\u6269\u5c55\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5c31\u8fbe\u5230 AGI \u5462\uff1f<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-947db11391760facf462e197e4c192b4.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-947db11391760facf462e197e4c192b4.png\"><\/a><\/section>\n<section>\u6211\u7684\u56de\u7b54\u662f\uff1a\u4e5f\u8bb8\u53ef\u4ee5\uff0c\u4f46\u4f1a\u975e\u5e38\u56f0\u96be\uff0c\u6211\u4eec\u9700\u8981\u7ee7\u7eed\u5927\u91cf\u6269\u5c55\u3002<\/section>\n<section><\/section>\n<section><strong>\u4ec5\u4ec5\u505a\u4e0b\u4e00\u8bcd\u9884\u6d4b\u786e\u5b9e\u5b58\u5728\u4e00\u4e2a\u6839\u672c\u6027\u7684\u74f6\u9888\uff1a\u6709\u4e9b\u8bcd\u975e\u5e38\u96be\u9884\u6d4b\uff0c\u9700\u8981\u5927\u91cf\u5de5\u4f5c\u3002<\/strong><\/section>\n<section><\/section>\n<section>\u6bd4\u5982\u4e0b\u56fe\u5de6\u4fa7\u5c31\u7ed9\u51fa\u4e86\u4e00\u4e2a\u4e0b\u4e00\u8bcd\u9884\u6d4b\u6548\u679c\u5f88\u597d\u7684\u4f8b\u5b50\uff0c\u8fd9\u91cc\u5f88\u5bb9\u6613\u9884\u6d4b\u51fa\u6700\u540e\u4e00\u4e2a\u8bcd\u662f models\u3002\u800c\u5bf9\u4e8e\u53f3\u4fa7\u7684\u6570\u5b66\u9898\uff0c\u4ec5\u4ec5\u901a\u8fc7\u4e0b\u4e00\u8bcd\u9884\u6d4b\u5f88\u96be\u5f97\u5230\u6b63\u786e\u7b54\u6848\u662f A\u3001B\u3001C \u4e2d\u7684\u54ea\u4e00\u4e2a\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1cb66b51905171fcb8b72f15859744a3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1cb66b51905171fcb8b72f15859744a3.png\"><\/a><\/section>\n<section>\u8fd9\u91cc\u8981\u5f3a\u8c03\u7684\u662f\uff0c\u4efb\u52a1\u662f\u6709\u96be\u5ea6\u533a\u5206\u7684\u3002\u5982\u679c\u5355\u7eaf\u4f7f\u7528\u4e0b\u4e00\u8bcd\u9884\u6d4b\uff0c\u90a3\u5c31\u662f\u4f7f\u7528\u76f8\u540c\u7684\u8ba1\u7b97\u91cf\u6765\u89e3\u51b3\u975e\u5e38\u7b80\u5355\u7684\u4efb\u52a1\u548c\u975e\u5e38\u56f0\u96be\u7684\u4efb\u52a1\u3002<\/section>\n<section><\/section>\n<section>\u800c\u6211\u4eec\u60f3\u8981\u7684\u5b9e\u9645\u4e0a\u662f\uff1a\u5bf9\u4e8e\u7b80\u5355\u7684\u95ee\u9898\u4f7f\u7528\u5c11\u91cf\u8ba1\u7b97\uff0c\u5bf9\u4e8e\u56f0\u96be\u7684\u95ee\u9898\u5219\u4f7f\u7528\u5927\u91cf\u8ba1\u7b97\uff08\u6bd4\u5982\u5f97\u5230\u7ade\u8d5b\u6570\u5b66\u591a\u9009\u9898\u7684\u7b54\u6848\uff09\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4b6f7cf15828289348f307a33bcd49c5.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4b6f7cf15828289348f307a33bcd49c5.png\"><\/a><\/section>\n<section>\u4e00\u4e2a\u65b9\u6cd5\u662f\u601d\u7ef4\u94fe\u63d0\u793a\uff0c\u8fd9\u662f\u6211\u4eec\u5728\u8fc7\u53bb\u51e0\u5e74\u4e00\u76f4\u5728\u505a\u7684\u4e8b\u60c5\u3002\u8fd9\u4e2a\u65b9\u6cd5\u5f88\u7b80\u5355\uff1a\u53ea\u9700\u8981\u63d0\u793a\u8bed\u8a00\u6a21\u578b\u7ed9\u51fa\u63a8\u7406\u94fe\uff0c\u5c31\u50cf\u4f60\u5411\u8001\u5e08\u5c55\u793a\u4f60\u7684\u89e3\u9898\u8fc7\u7a0b\u4e00\u6837\u3002\u7136\u540e\u8bed\u8a00\u6a21\u578b\u5c31\u53ef\u4ee5\u5728\u7ed9\u51fa\u6700\u7ec8\u7b54\u6848\u4e4b\u524d\u5b9e\u9645\u8f93\u51fa\u8fd9\u4e2a\u63a8\u7406\u94fe\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f6bd505fc7e3c6403395dcd1a7e57b26.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-f6bd505fc7e3c6403395dcd1a7e57b26.png\"><\/a><\/section>\n<section>\u4e8b\u5b9e\u8bc1\u660e\u8be5\u65b9\u6cd5\u7684\u6548\u679c\u76f8\u5f53\u4e0d\u9519\u3002\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u6570\u5b66\u5e94\u7528\u9898\u57fa\u51c6\u6d4b\u8bd5\uff0c\u4f60\u4f1a\u770b\u5230\u5982\u679c\u4f7f\u7528\u601d\u7ef4\u94fe\u800c\u4e0d\u662f\u76f4\u63a5\u56de\u7b54\uff0c\u968f\u7740\u6a21\u578b\u589e\u5927\uff0c\u6027\u80fd\u4f1a\u6709\u5de8\u5927\u7684\u63d0\u5347\u3002<\/section>\n<section><\/section>\n<section>\u53e6\u4e00\u4e2a\u89d2\u5ea6\u662f\u57fa\u4e8e\u8fd9\u672c\u4e66\u300a\u601d\u8003\uff0c\u5feb\u4e0e\u6162\u300b\uff0c\u5176\u4e2d\u5206\u51fa\u4e86\u6240\u8c13\u7684 System 1 \u548c System 2 \u601d\u7ef4\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1e5db421e0c967b503f81d242b6860c1.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1e5db421e0c967b503f81d242b6860c1.png\"><\/a><\/section>\n<section>System 1 \u601d\u7ef4\u5c31\u662f\u4e0b\u4e00\u8bcd\u9884\u6d4b\uff0c\u5b83\u662f\u81ea\u52a8\u7684\u3001\u4e0d\u8d39\u529b\u7684\u3001\u76f4\u89c9\u5f0f\u7684\uff0c\u6bd4\u5982\u91cd\u590d\u4e00\u4e2a\u57fa\u672c\u4e8b\u5b9e\u6216\u8ba4\u51fa\u4e00\u5f20\u8138\u3002<\/section>\n<section><\/section>\n<section>\u601d\u7ef4\u94fe\u5219\u5c5e\u4e8e System 2 \u601d\u7ef4\uff0c\u8fd9\u662f\u6709\u610f\u8bc6\u7684\u3001\u8d39\u529b\u7684\u3001\u53d7\u63a7\u7684\u3002<\/section>\n<section><\/section>\n<section>\u4e0d\u8fc7\uff0c\u601d\u7ef4\u94fe\u63d0\u793a\u4e5f\u6709\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u5f53\u4f60\u5728\u5927\u591a\u6570\u4e92\u8054\u7f51\u6570\u636e\u4e0a\u8bad\u7ec3\u6a21\u578b\u65f6\uff0c\u6a21\u578b\u8bad\u7ec3\u7684\u63a8\u7406\u5927\u591a\u770b\u8d77\u6765\u662f\u4e0b\u56fe\u5de6\u4fa7\u8fd9\u6837\u7684\u3002\u8fd9\u4e2a\u4f8b\u5b50\u6765\u81ea\u4e00\u4e2a\u5927\u5b66\u6570\u5b66\u4f5c\u4e1a\uff0c\u4f60\u53ef\u4ee5\u9700\u8981\u82b1\u4e00\u4e2a\u5c0f\u65f6\u505a\u9898\uff0c\u7136\u540e\u518d\u7528 10 \u5206\u949f\u5c06\u5176\u8f6c\u5f55\u6210 LaTeX\u3002\u683c\u5f0f\u4e0a\uff0c\u53ef\u4ee5\u770b\u5230\uff0c\u5176\u4e00\u5f00\u59cb\u5c31\u7ed9\u51fa\u4e86\u7b54\u6848\uff0c\u4e4b\u540e\u662f\u8fdb\u884c\u8bc1\u660e\u3002\u6240\u4ee5\u8fd9\u5b9e\u9645\u4e0a\u662f\u5bf9\u5185\u90e8\u63a8\u7406\u8fc7\u7a0b\u7684\u4e8b\u540e\u603b\u7ed3\u3002<\/section>\n<section><\/section>\n<section>\u8fd9\u662f\u6211\u7684\u4e00\u4e2a\u5927\u5b66\u6570\u5b66\u4f5c\u4e1a\u89e3\u7b54\u7684\u4f8b\u5b50\u3002\u4f60\u4f1a\u6ce8\u610f\u5230\uff0c\u5982\u679c\u4f60\u60f3\u60f3\u8fd9\u662f\u4ece\u54ea\u91cc\u6765\u7684\uff0c\u6211\u53ef\u80fd\u82b1\u4e86\u4e00\u4e2a\u5c0f\u65f6\u5728\u7eb8\u4e0a\u505a\u8fd9\u4e2a\u95ee\u9898\uff0c\u7136\u540e\u82b1\u4e86 10 \u5206\u949f\u628a\u5b83\u8f6c\u5f55\u6210 LaTeX\u3002\u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u4f60\u77e5\u9053\uff0c\u8bc1\u660e\u5728\u5f00\u5934\uff0c\u7b54\u6848\u5728\u5f00\u5934\u7b49\u7b49\u3002\u6240\u4ee5\u5b83\u5b9e\u9645\u4e0a\u662f\u5bf9\u5b9e\u9645\u5185\u90e8\u63a8\u7406\u8fc7\u7a0b\u7684\u4e8b\u540e\u603b\u7ed3\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4426656e79596cd3922957e14049fb1d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-4426656e79596cd3922957e14049fb1d.png\"><\/a><\/section>\n<section>\u4f46\u5b9e\u9645\u4e0a\uff0c\u601d\u7ef4\u94fe\u662f\u60f3\u8981\u6a21\u578b\u50cf\u6211\u4eec\u7684\u5185\u5fc3\u72ec\u767d\u4e00\u6837\u601d\u8003\u3002\u5982\u4e0a\u53f3\u56fe\u6240\u793a\uff0c\u6211\u4eec\u5e0c\u671b\u6a21\u578b\u8bf4\uff1a\u300c\u8ba9\u6211\u4eec\u5148\u770b\u770b\u5e94\u8be5\u91c7\u7528\u4ec0\u4e48\u65b9\u6cd5\uff1b\u6211\u8981\u8bd5\u8bd5\u8fd9\u4e2a\uff1b\u8fd9\u4e2a\u5b9e\u9645\u4e0a\u4e0d\u5bf9\uff0c\u6211\u518d\u8bd5\u8bd5\u522b\u7684\u2026\u2026\u300d<\/section>\n<section><\/section>\n<section><strong>\u6269\u5c55\u8303\u5f0f\u4e8c\uff1a\u57fa\u4e8e\u601d\u7ef4\u94fe\u6269\u5c55\u5f3a\u5316\u5b66\u4e60<\/strong><\/section>\n<section><\/section>\n<section>\u8fd9\u5c31\u5f15\u51fa\u4e86\u7b2c\u4e8c\u4e2a\u8303\u5f0f\uff1a\u57fa\u4e8e\u601d\u7ef4\u94fe\u6269\u5c55\u5f3a\u5316\u5b66\u4e60\u3002\u8fd9\u79cd\u8303\u5f0f\u7684\u601d\u8def\u662f\u8bad\u7ec3\u8bed\u8a00\u6a21\u578b\uff0c\u4f7f\u4e4b\u5728\u7ed9\u51fa\u7b54\u6848\u4e4b\u524d\u4f1a\u8fdb\u884c\u601d\u8003\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fe42ca4bb80012b1fc7b2dc1e052bc38.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-fe42ca4bb80012b1fc7b2dc1e052bc38.png\"><\/a><\/section>\n<section>\u7814\u7a76\u8005\u53d1\u73b0\uff0c\u9664\u4e86\u6269\u5927\u8bad\u7ec3\u7684\u8ba1\u7b97\u89c4\u6a21\u4e4b\u5916\uff08\u8fd9\u662f\u8fc7\u53bb\u51e0\u5341\u5e74\u7684\u4e3b\u6d41\u505a\u6cd5\uff09\uff0c\u8fd8\u6709\u53e6\u4e00\u4e2a\u53ef\u80fd\u6027\uff1a\u5ef6\u957f\u8bed\u8a00\u6a21\u578b\u5728\u6267\u884c\u63a8\u7406\u65f6\u7684\u601d\u8003\u65f6\u95f4\u3002<\/section>\n<section><\/section>\n<section>\u57fa\u4e8e\u6b64\u601d\u8def\uff0cOpenAI \u6253\u9020\u4e86 o1\u3002\u5176\u76f8\u5173\u535a\u5ba2\u5df2\u7ecf\u4ecb\u7ecd\u4e86\u76f8\u5173\u6280\u672f\uff0c\u503c\u5f97\u4e00\u8bfb\uff0c\u8fd9\u91cc\u603b\u7ed3\u4e86\u5176\u4e2d\u51e0\u4e2a\u5173\u952e\u70b9\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-eb6d850dbdfc7f7573e714f9618fd6d3.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-eb6d850dbdfc7f7573e714f9618fd6d3.png\"><\/a><\/section>\n<section>\u8fd9\u7bc7\u535a\u5ba2\u5c55\u793a\u4e86\u4e00\u4e9b o1 \u7ed9\u51fa\u7684\u601d\u7ef4\u94fe\uff0c\u4ece\u4e2d\u6211\u4eec\u53ef\u4ee5\u5b66\u5230\u4e0d\u5c11\u4e1c\u897f\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38ba3cda3348bf1b38168e8ba4ddc0ed.gif\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-38ba3cda3348bf1b38168e8ba4ddc0ed.gif\"><\/a><\/section>\n<section>\u5982\u4e0a\u56fe\u6240\u793a\uff0co1 \u6b63\u5728\u89e3\u51b3\u4e00\u4e2a\u5316\u5b66\u95ee\u9898\u3002\u9996\u5148\u5b83\u4f1a\u8bf4\uff1a\u300c\u8ba9\u6211\u4eec\u7406\u89e3\u4e00\u4e0b\u95ee\u9898\u662f\u4ec0\u4e48\u300d\uff0c\u8fd9\u662f\u5b83\u5728\u5c1d\u8bd5\u6b63\u786e\u7406\u89e3\u95ee\u9898\u3002\u7136\u540e\u5b83\u4f1a\u5c1d\u8bd5\u786e\u5b9a\u6709\u54ea\u4e9b\u79bb\u5b50\u4ee5\u53ca\u54ea\u4e9b\u79bb\u5b50\u4f1a\u5bf9 pH \u503c\u4ea7\u751f\u5f71\u54cd\u3002\u7ed3\u679c\u53d1\u73b0\uff0c\u5176\u4e2d\u65e2\u6709\u5f31\u9178\uff0c\u4e5f\u6709\u5f31\u78b1\u3002\u4e8e\u662f o1 \u53c8\u60f3\u51fa\u4e86\u4e00\u4e2a\u7b56\u7565\uff0c\u901a\u8fc7 Ka\u3001Kb \u503c\u6765\u8ba1\u7b97 pH \u503c\u3002\u7136\u540e\u5b83\u8fdb\u884c\u4e86\u4e00\u4e9b\u56de\u6eaf\uff0c\u53d1\u73b0\u4f7f\u7528 Kb 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c8a03147075c9f2d19812d0a20324d5b.gif\"><\/a><\/section>\n<section>\u53e6\u5916\uff0c\u5982\u679c\u6709\u4e9b\u95ee\u9898\u9700\u8981\u5927\u91cf\u601d\u8003\uff0c\u601d\u7ef4\u94fe\u4e5f\u4f1a\u5f88\u6709\u7528\uff0c\u6bd4\u5982\u7ade\u8d5b\u6570\u5b66\u6216\u7ade\u8d5b\u7f16\u7a0b\u3002\u4e8b\u5b9e\u4e0a\uff0c\u601d\u7ef4\u94fe\u5e26\u6765\u7684\u6548\u679c\u975e\u5e38\u660e\u663e\uff0cGPT-4o \u5728\u7ade\u8d5b\u6570\u5b66\u548c\u7ade\u8d5b\u7f16\u7a0b\u4e0a\u53ea\u80fd\u8fbe\u5230\u767e\u5206\u4e4b\u5341\u51e0\u7684\u6c34\u5e73\uff0c\u800c o1-preview \u548c o1 \u80fd\u591f\u89e3\u51b3\u5927\u90e8\u5206\u95ee\u9898\u3002\u6240\u4ee5\u8fd9\u662f\u300c\u57fa\u672c\u4e0a\u4e0d\u80fd\u5b8c\u6210\u4efb\u52a1\u300d\u4e0e\u300c\u80fd\u591f\u89e3\u51b3\u5927\u591a\u6570\u95ee\u9898\u300d\u7684\u5dee\u5f02\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e6dfd379e03040ab7253cb2457dbc608.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-e6dfd379e03040ab7253cb2457dbc608.png\"><\/a><\/section>\n<section>o1 \u535a\u5ba2\u4e2d\u8fd8\u63d0\u5230\u4e86\u5728\u7ade\u8d5b\u6570\u5b66\u6570\u636e\u96c6\u4e0a\u7684\u4e00\u6b21\u901a\u8fc7\u51c6\u786e\u7387\u3002\u968f\u7740\u8bad\u7ec3\u8ba1\u7b97\u91cf\u589e\u591a\uff0c\u4e00\u6b21\u901a\u8fc7\u51c6\u786e\u7387\u4e5f\u4f1a\u63d0\u5347\u3002\u800c\u7b2c\u4e8c\u5f20\u56fe\u8868\u660e\uff0c\u5982\u679c\u7ed9\u6a21\u578b\u66f4\u591a\u65f6\u95f4\u601d\u8003\u63a8\u7406\uff0c\u90a3\u4e48\u5728\u6570\u5b66\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u4e5f\u80fd\u6709\u4e00\u4e2a\u6b63\u5411\u7684\u6269\u5c55\u8d8b\u52bf\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-96934e904448374a4c8395a10e32e15d.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-96934e904448374a4c8395a10e32e15d.png\"><\/a><\/section>\n<section>\u73b0\u5728\u6211\u60f3\u8c08\u8c08\u4e3a\u4ec0\u4e48\u8fd9\u79cd\u8303\u5f0f\u5982\u6b64\u7279\u522b\u3002\u6211\u8ba4\u4e3a\uff0c\u5bf9\u8bb8\u591a\u4eba\u6765\u8bf4\uff0c\u6211\u4eec\u5bf9 AI \u5982\u6b64\u5174\u594b\u7684\u539f\u56e0\u662f\uff0c\u6211\u4eec\u5e0c\u671b\u6709\u4e00\u5929 AI 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src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-dca92b83ef48018538f385d7558ddf20.png\"><\/a><\/section>\n<section><strong>\u6269\u5c55\u5982\u4f55\u6539\u53d8\u4e86 AI \u7814\u7a76\u6587\u5316<\/strong><\/section>\n<section><\/section>\n<section>\u63a5\u4e0b\u6765\uff0c\u6211\u60f3\u8c08\u8c08\u6269\u5c55\u5982\u4f55\u6539\u53d8\u4e86 AI \u7814\u7a76\u6587\u5316\u3002\u5176\u4e2d<strong>\u4e00\u4e2a\u91cd\u8981\u7684\u8f6c\u53d8\u662f\u5bf9\u6570\u636e\u7684\u91cd\u89c6\u3002<\/strong><\/section>\n<section><strong><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c9301e5144b8c2f102b6a4092e139c78.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-c9301e5144b8c2f102b6a4092e139c78.png\"><\/a><\/strong><\/section>\n<section>\u8fc7\u53bb\uff0c\u4ece 2010 \u5e74\u5230 2017 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Y\uff09\u7684\u8d28\u91cf\u6216\u9886\u57df\u76f8\u5173\u6027\uff0c\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u6a21\u578b\u7684\u8868\u73b0\u3002\u4e00\u4e2a\u5178\u578b\u7684\u4f8b\u5b50\u662f Google \u4e24\u5e74\u524d\u53d1\u5e03\u7684 Minerva \u6a21\u578b\u3002Minerva \u7684\u7814\u7a76\u56e2\u961f\u5e76\u6ca1\u6709\u4ece\u5934\u8bbe\u8ba1\u4e00\u4e2a\u65b0\u7684\u6a21\u578b\uff0c\u800c\u662f\u57fa\u4e8e\u73b0\u6709\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u901a\u8fc7\u5728\u5927\u91cf\u6570\u5b66\u76f8\u5173\u6570\u636e\uff08\u5982 arXiv \u4e0a\u7684\u8bba\u6587\uff09\u4e0a\u7ee7\u7eed\u8bad\u7ec3\uff0c\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u5728\u6570\u5b66\u4efb\u52a1\u4e0a\u7684\u8868\u73b0\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-80f614d027bd5b4d16eeeed5a5f14d9a.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-80f614d027bd5b4d16eeeed5a5f14d9a.png\"><\/a><\/section>\n<section>AI \u6587\u5316\u7684\u53e6\u4e00\u4e2a\u8f6c\u53d8\u662f\uff0c\u6211\u4eec\u67d0\u79cd\u7a0b\u5ea6\u4e0a\u5b58\u5728\u4e00\u79cd\u6ede\u540e\u73b0\u8c61\uff0c\u5373\u6211\u4eec\u6ca1\u6709\u771f\u6b63\u80fd\u591f\u6355\u6349\u5230\u8bed\u8a00\u6a21\u578b\u80fd\u529b\u6781\u9650\u7684\u8bc4\u4f30\u6807\u51c6\u3002\u8fd9\u662f\u6211\u4ece David Ryan \u7684\u4e00\u6b21\u6f14\u8bb2\u4e2d\u63d0\u53d6\u7684\u4e00\u5f20\u56fe\u8868\u3002\u8fd9\u5f20\u56fe\u8868\u57fa\u672c\u4e0a\u5c55\u793a\u4e86<strong>\u57fa\u51c6\u6d4b\u8bd5\u88ab\u300c\u9971\u548c\u300d\u7684\u901f\u5ea6\u6709\u591a\u5feb<\/strong>\u3002\u4f60\u53ef\u4ee5\u770b\u5230\uff0c\u5927\u7ea6 8 \u5e74\u524d\uff0c\u4e00\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u53ef\u80fd\u9700\u8981\u51e0\u5e74\u65f6\u95f4\u624d\u4f1a\u88ab\u9971\u548c\u3002\u800c\u6700\u8fd1\u4e00\u4e9b\u5177\u6709\u6311\u6218\u6027\u7684\u57fa\u51c6\u6d4b\u8bd5\uff0c\u6bd4\u5982\u95ee\u7b54\uff08QA\uff09\uff0c\u53ef\u80fd\u5728\u5927\u7ea6 0.1 \u5e74\uff08\u7ea6 1 \u4e2a\u6708\uff09\u5185\u5c31\u88ab\u9971\u548c\u4e86\u3002\u5f53 David \u88ab\u95ee\u5230\u662f\u5426\u4f1a\u8bbe\u8ba1\u4e00\u4e2a\u66f4\u96be\u7684\u57fa\u51c6\u6d4b\u8bd5\u65f6\uff0c\u4ed6\u7684\u56de\u7b54\u662f\uff0c\u4ed6\u6b63\u5728\u7740\u624b\u8bbe\u8ba1\u4e00\u4e2a\u6700\u96be\u7684\u57fa\u51c6\u6d4b\u8bd5\u3002\u8fd9\u542c\u8d77\u6765\u975e\u5e38\u6709\u8da3\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-129cb14b5b6483809da968ee43e51e49.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-129cb14b5b6483809da968ee43e51e49.png\"><\/a><\/section>\n<section>\u6b64\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u6587\u5316\u7684\u53e6\u4e00\u4e2a\u53d8\u5316\u662f\u671d\u7740<strong>\u9ad8\u5ea6\u591a\u4efb\u52a1\u6a21\u578b<\/strong>\uff08highly multi-task models\uff09\u7684\u65b9\u5411\u53d1\u5c55\u3002\u8fc7\u53bb\uff0c\u6bcf\u4e2a NLP \u4efb\u52a1\u90fd\u9700\u8981\u4e00\u4e2a\u5355\u72ec\u7684\u6a21\u578b\u3002\u800c\u73b0\u5728\uff0c\u6211\u4eec\u6709\u4e00\u4e2a\u5355\u4e00\u7684\u6a21\u578b\u8bd5\u56fe\u5b8c\u6210\u8bb8\u591a\u4e0d\u540c\u7684\u4efb\u52a1\u3002\u8fd9\u5bfc\u81f4\u4e86\u4e00\u4e9b\u5947\u602a\u7684\u73b0\u8c61\uff0c\u6bd4\u5982\u6a21\u578b\u53ef\u80fd\u662f\u4e00\u4e2a\u7ade\u8d5b\u7ea7\u522b\u7684\u7a0b\u5e8f\u5458\u548c\u6570\u5b66\u5bb6\uff0c\u4f46\u5f53\u4f60\u95ee\u5b83 9.11 \u548c 9.8 \u54ea\u4e2a\u66f4\u5927\u65f6\uff0c\u5b83\u5374\u4f1a\u8bf4 9.11 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data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-bda1bb9fdd158b503a3414e1299ce388.png\"><\/a><\/section>\n<section>\u4e5f\u8bb8\u6211\u4eec\u6587\u5316\u4e2d\u7684\u6700\u540e\u4e00\u4e2a\u8f6c\u53d8\u662f\u671d\u7740<strong>\u66f4\u5927\u89c4\u6a21\u7684\u56e2\u961f<\/strong>\u5408\u4f5c\u53d1\u5c55\u3002\u6bd4\u5982\u5728 2015 \u5e74\uff0c\u4e24\u4e2a\u4eba\u53ef\u4ee5\u5199\u51fa\u4e00\u7bc7\u5f00\u521b\u6027\u7684\u8bba\u6587\uff0c\u8fd9\u7bc7\u8bba\u6587\u751a\u81f3\u53ef\u80fd\u662f\u88ab\u5f15\u7528\u6b21\u6570\u6700\u591a\u7684\u4e4b\u4e00\u3002\u800c\u5982\u4eca\uff0c\u4f60\u9700\u8981\u4e00\u4e2a\u56e2\u961f\u6765\u5b8c\u6210\u8fd9\u6837\u7684\u5de5\u4f5c\u3002\u6bd4\u5982\u8c37\u6b4c\u7684 Gemini \u5f00\u53d1\u56e2\u961f\uff0c\u4eba\u5458\u540d\u5355\u5c31\u5360\u6ee1\u4e86\u4e00\u6574\u9875\u3002<\/section>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1866be3441634de052af94fc7e31cf02.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/01\/frc-1866be3441634de052af94fc7e31cf02.png\"><\/a><\/section>\n<section><strong>\u672a\u6765\u5c55\u671b<\/strong><\/section>\n<section><\/section>\n<section>\u63a5\u4e0b\u6765\u6211\u6765\u8c08\u8c08<strong>\u4eba\u5de5\u667a\u80fd\u672a\u6765\u4f1a\u7ee7\u7eed\u53d1\u5c55\u7684\u65b9\u5411<\/strong>\u3002<\/section>\n<section><\/section>\n<section>\u5176\u4e2d\u4e00\u4e2a\u8ba9\u6211\u975e\u5e38\u5174\u594b\u7684\u65b9\u5411\u662f <strong>AI 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