{"id":40224,"date":"2025-04-19T02:02:39","date_gmt":"2025-04-18T18:02:39","guid":{"rendered":"https:\/\/17aitech.com\/?p=40224"},"modified":"2025-04-19T02:02:39","modified_gmt":"2025-04-18T18:02:39","slug":"ai%e5%ba%94%e7%94%a8%e5%88%9b%e4%b8%9a%e5%85%ac%e5%8f%b8%ef%bc%9a%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%9c%80%e8%bf%91%e7%9a%84%e7%aa%81%e7%a0%b4%ef%bc%8c%e5%85%a8%e6%98%af%e4%bd%9c%e5%bc%8a","status":"publish","type":"post","link":"https:\/\/17aitech.com\/?p=40224","title":{"rendered":"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a"},"content":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-18-3\" target=\"_blank\">AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a<\/a><\/p>\n<blockquote>\n<p>Llama 4 \u6216\u8bb8\u53ea\u662f\u51b0\u5c71\u4e00\u89d2\u3002<\/p>\n<\/blockquote>\n<p>\u300cAI \u5927\u6a21\u578b\u81ea\u53bb\u5e74 8 \u6708\u4ee5\u6765\u5c31\u6ca1\u6709\u592a\u5927\u8fdb\u6b65\u300d\u3002\u8fd9\u662f\u4e00\u4f4d AI \u521b\u4e1a\u8005\u5728\u8fd1\u671f\u7684\u4e00\u7bc7\u535a\u5ba2\u4e2d\u53d1\u8868\u7684\u89c2\u70b9\u3002<\/p>\n<p>\u4ed6\u5728\u521b\u4e1a\u8fc7\u7a0b\u4e2d\u53d1\u73b0\uff0c\u81ea\u53bb\u5e74 8 \u6708\u4ee5\u6765\uff0cAI \u5927\u6a21\u578b\uff08\u5982 Claude 3.7 \u7b49\uff09\u5728\u5b98\u65b9\u53d1\u5e03\u7684\u57fa\u51c6\u6d4b\u8bd5\u4e0a\u58f0\u79f0\u7684\u5de8\u5927\u8fdb\u6b65\u4e0e\u5b9e\u9645\u5e94\u7528\u573a\u666f\u4e2d\u7684\u6709\u9650\u63d0\u5347\u4e4b\u95f4\u5b58\u5728\u660e\u663e\u8131\u8282\u3002\u8fd9\u5bfc\u81f4\u4ed6\u4eec\u65e0\u6cd5\u501f\u52a9\u6a21\u578b\u80fd\u529b\u6765\u63d0\u5347\u4ea7\u54c1\u4f53\u9a8c\u3002\u5f88\u591a YC \u521b\u4e1a\u8005\u4e5f\u6709\u7c7b\u4f3c\u7684\u4f53\u9a8c\u3002<\/p>\n<p>\u4f5c\u8005\u8ba4\u4e3a\uff0c\u8fd9\u5176\u4e2d\u53ef\u80fd\u7684\u539f\u56e0\u5305\u62ec\u57fa\u51c6\u6d4b\u8bd5\u4f5c\u5f0a\u3001\u57fa\u51c6\u65e0\u6cd5\u8861\u91cf\u5b9e\u7528\u6027\u6216\u6a21\u578b\u5b9e\u9645\u5f88\u806a\u660e\u4f46\u5bf9\u9f50\u5b58\u5728\u74f6\u9888\u3002\u5982\u679c\u4e0d\u89e3\u51b3\u8fd9\u4e9b\u57fa\u7840\u95ee\u9898\uff0cAI \u7cfb\u7edf\u53ef\u80fd\u4f1a\u5728\u8868\u9762\u4e0a\u663e\u5f97\u5f88\u806a\u660e\uff0c\u4f46\u5728\u7ec4\u5408\u6210\u793e\u4f1a\u7cfb\u7edf\u65f6\u4f1a\u51fa\u73b0\u6839\u672c\u95ee\u9898\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u535a\u5ba2\u539f\u6587\uff1a \u00a0\u00a0<\/p>\n<p><strong>\u6a21\u578b\u5f97\u5206\u4e0e\u6d88\u8d39\u8005\u4f53\u9a8c\u8131\u8282<\/strong><\/p>\n<p>\u5927\u7ea6\u4e5d\u4e2a\u6708\u524d\uff0c\u6211\u548c\u4e09\u4e2a\u670b\u53cb\u8ba4\u4e3a\u4eba\u5de5\u667a\u80fd\u5df2\u7ecf\u8db3\u591f\u597d\uff0c\u53ef\u4ee5\u81ea\u4e3b\u76d1\u63a7\u5927\u578b\u4ee3\u7801\u5e93\u7684\u5b89\u5168\u95ee\u9898\u4e86\u3002\u6211\u4eec\u56f4\u7ed5\u8fd9\u4e2a\u4efb\u52a1\u6210\u7acb\u4e86\u4e00\u5bb6\u516c\u53f8\uff0c\u8bd5\u56fe\u5229\u7528\u6700\u65b0\u7684\u5927\u6a21\u578b\u80fd\u529b\u6765\u521b\u5efa\u4e00\u79cd\u5de5\u5177\uff0c\u7528\u4ee5\u53d6\u4ee3\u81f3\u5c11\u5f88\u5927\u4e00\u90e8\u5206\u6e17\u900f\u6d4b\u8bd5\u4eba\u5458\u7684\u4ef7\u503c\u3002\u6211\u4eec\u4ece 2024 \u5e74 6 \u6708\u5f00\u59cb\u4ece\u4e8b\u8fd9\u4e2a\u9879\u76ee\u3002<\/p>\n<p>\u5728\u516c\u53f8\u6210\u7acb\u540e\u7684\u5934\u4e09\u4e2a\u6708\u5185\uff0cAnthropic \u7684 Claude 3.5 sonnet \u5c31\u53d1\u5e03\u4e86\u3002\u53ea\u9700\u5207\u6362\u5728 GPT-4o \u4e0a\u8fd0\u884c\u7684\u670d\u52a1\u90e8\u5206\uff0c\u6211\u4eec\u521a\u521a\u8d77\u6b65\u7684\u5185\u90e8\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u5c31\u4f1a\u7acb\u5373\u5f00\u59cb\u9971\u548c\u3002\u6211\u8bb0\u5f97\u5f53\u65f6\u5f88\u60ca\u8bb6\uff0c\u6211\u4eec\u7684\u5de5\u5177\u4e0d\u4ec5\u4f3c\u4e4e\u72af\u7684\u57fa\u672c\u9519\u8bef\u66f4\u5c11\uff0c\u800c\u4e14\u5176\u4e66\u9762\u6f0f\u6d1e\u63cf\u8ff0\u548c\u4e25\u91cd\u6027\u4f30\u8ba1\u4f3c\u4e4e\u4e5f\u6709\u4e86\u8d28\u7684\u63d0\u9ad8\u3002\u5c31\u597d\u50cf\u5373\u4f7f\u662f\u5728\u4e0d\u5b8c\u6574\u7684\u4fe1\u606f\u4e2d\uff0c\u8fd9\u4e9b\u6a21\u578b\u4e5f\u80fd\u66f4\u5584\u4e8e\u63a8\u65ad\u4eba\u7c7b\u63d0\u793a\u80cc\u540e\u7684\u610f\u56fe\u548c\u4ef7\u503c\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u5b89\u5168\u7814\u7a76\u57fa\u672c\u4e0a\u6ca1\u6709\u516c\u5f00\u7684\u57fa\u51c6\u3002\u6709\u300c\u7f51\u7edc\u5b89\u5168\u300d\u8bc4\u4f30\u4f1a\u5411 AI \u6a21\u578b\u8be2\u95ee\u6709\u5173\u5b64\u7acb\u4ee3\u7801\u5757\u7684\u95ee\u9898\uff0c\u300cCTF\u300d\u8bc4\u4f30\u4f1a\u4e3a\u6a21\u578b\u63d0\u4f9b\u660e\u786e\u7684\u6311\u6218\u63cf\u8ff0\u548c\u5bf9 &lt;1kLOC Web \u5e94\u7528\u7a0b\u5e8f\u7684 shell \u8bbf\u95ee\u6743\u9650\u3002\u4f46\u6ca1\u6709\u4ec0\u4e48\u80fd\u89e6\u53ca LLM \u5e94\u7528\u7a0b\u5e8f\u6e17\u900f\u6d4b\u8bd5\u7684\u96be\u70b9 \u2014\u2014 \u4e00\u662f\u6d4f\u89c8\u4e00\u4e2a\u592a\u5927\u800c\u65e0\u6cd5\u653e\u5728\u4e0a\u4e0b\u6587\u4e2d\u7684\u771f\u5b9e\u4ee3\u7801\u5e93\uff1b\u4e8c\u662f\u63a8\u65ad\u76ee\u6807\u5e94\u7528\u7a0b\u5e8f\u7684\u5b89\u5168\u6a21\u578b\uff1b\u4e09\u662f\u6df1\u5165\u7406\u89e3\u5176\u5b9e\u73b0\uff0c\u4ee5\u4e86\u89e3\u8be5\u5b89\u5168\u6a21\u578b\u5728\u54ea\u91cc\u51fa\u73b0\u4e86\u95ee\u9898\u3002<\/p>\n<p>\u51fa\u4e8e\u8fd9\u4e9b\u539f\u56e0\uff0c\u6211\u8ba4\u4e3a\u6f0f\u6d1e\u8bc6\u522b\u4efb\u52a1\u662f\u8861\u91cf LLM \u5728\u72ed\u7a84\u7684\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u4e4b\u5916\u7684\u6cdb\u5316\u6027\u7684\u4e00\u4e2a\u5f88\u597d\u7684\u8bd5\u91d1\u77f3\u3002<\/p>\n<p>\u81ea 3.5-sonnet \u4ee5\u6765\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u76d1\u63a7 AI \u5927\u6a21\u578b\u7684\u53d1\u5e03\uff0c\u5e76\u5c1d\u8bd5\u8fc7\u51e0\u4e4e\u6bcf\u4e2a\u58f0\u79f0\u6709\u6240\u6539\u8fdb\u7684\u4e3b\u8981\u65b0\u7248\u672c\u3002<strong>\u4ee4\u4eba\u610f\u60f3\u4e0d\u5230\u7684\u662f\uff0c\u9664\u4e86 3.6 \u7684\u5c0f\u5e45\u63d0\u5347\u548c 3.7 \u7684\u66f4\u5c0f\u63d0\u5347\u5916\uff0c\u6211\u4eec\u5c1d\u8bd5\u7684\u6240\u6709\u65b0\u6a21\u578b\u90fd\u6ca1\u6709\u5bf9\u6211\u4eec\u7684\u5185\u90e8\u57fa\u51c6\u6216\u5f00\u53d1\u4eba\u5458\u53d1\u73b0\u65b0\u9519\u8bef\u7684\u80fd\u529b\u4ea7\u751f\u91cd\u5927\u5f71\u54cd<\/strong>\u3002\u8fd9\u5305\u62ec\u65b0\u7684\u6d4b\u8bd5\u65f6\u95f4\u8ba1\u7b97 OpenAI \u6a21\u578b\u3002<\/p>\n<p>\u8d77\u521d\u6211\u5f88\u7d27\u5f20\uff0c\u4e0d\u6562\u516c\u5f00\u62a5\u544a\u6b64\u4e8b\uff0c\u56e0\u4e3a\u6211\u8ba4\u4e3a\u8fd9\u53ef\u80fd\u4f1a\u5bf9\u6211\u4eec\u56e2\u961f\u4ea7\u751f\u4e0d\u826f\u5f71\u54cd\u3002<strong>\u81ea\u53bb\u5e74 8 \u6708\u4ee5\u6765\uff0c\u6211\u4eec\u7684\u626b\u63cf\u6709\u4e86\u5f88\u5927\u7684\u6539\u8fdb\uff0c\u4f46\u8fd9\u662f\u56e0\u4e3a\u5e38\u89c4\u5de5\u7a0b\uff0c\u800c\u4e0d\u662f\u6a21\u578b\u6539\u8fdb\u7684\u63d0\u5347<\/strong>\u3002\u8fd9\u53ef\u80fd\u662f\u6211\u4eec\u8bbe\u8ba1\u7684\u67b6\u6784\u5b58\u5728\u95ee\u9898\uff0c\u968f\u7740 SWE-Bench \u5206\u6570\u7684\u4e0a\u5347\uff0c\u6211\u4eec\u5e76\u6ca1\u6709\u83b7\u5f97\u66f4\u591a\u7684\u8fdb\u5c55\u3002<\/p>\n<p>\u4f46\u6700\u8fd1\u51e0\u4e2a\u6708\uff0c\u6211\u4e0e\u5176\u4ed6\u4ece\u4e8b AI \u5e94\u7528\u521d\u521b\u4f01\u4e1a\u7684 YC \u521b\u59cb\u4eba\u8fdb\u884c\u4e86\u4ea4\u8c08\uff0c\u4ed6\u4eec\u4e2d\u7684\u5927\u591a\u6570\u4eba\u90fd\u6709\u76f8\u540c\u7684\u7ecf\u5386\uff1a1. \u89c1\u8bc1\u4e86 o99-pro-ultra \u5927\u6a21\u578b\u53d1\u5e03\uff0c2. \u57fa\u51c6\u6d4b\u8bd5\u770b\u8d77\u6765\u4e0d\u9519\uff0c3. \u5b9e\u9645\u5e94\u7528\u8bc4\u4f30\u8868\u73b0\u5e73\u5e73\u3002\u5c3d\u7ba1\u6211\u4eec\u4ece\u4e8b\u4e0d\u540c\u7684\u884c\u4e1a\uff0c\u5904\u7406\u4e0d\u540c\u7684\u95ee\u9898\uff0c\u4f46\u60c5\u51b5\u5927\u81f4\u76f8\u540c\u3002\u6709\u65f6\u521b\u59cb\u4eba\u4f1a\u5bf9\u8fd9\u79cd\u8bf4\u6cd5\u505a\u51fa\u56de\u5e94\uff08\u300c\u6211\u4eec\u53ea\u662f\u6ca1\u6709\u4efb\u4f55\u535a\u58eb\u7ea7\u7684\u95ee\u9898\u53ef\u4ee5\u95ee\u300d\uff09\uff0c\u4f46\u8fd9\u79cd\u8bf4\u6cd5\u662f\u5b58\u5728\u7684\u3002<\/p>\n<p>\u6211\u8bfb\u8fc7\u8fd9\u4e9b\u7814\u7a76\uff0c\u4e5f\u770b\u8fc7\u8fd9\u4e9b\u6570\u5b57\u3002\u4e5f\u8bb8\u4e0e\u5927\u6a21\u578b\u7684\u4ea4\u8c08\u53d8\u5f97\u66f4\u6709\u8da3\u4e86\uff0c\u4e5f\u8bb8\u4ed6\u4eec\u5728\u53d7\u63a7\u8003\u8bd5\u4e2d\u8868\u73b0\u5f97\u66f4\u597d\u4e86\u3002\u4f46\u6211\u4ecd\u7136\u60f3\u6839\u636e\u5185\u90e8\u57fa\u51c6\u4ee5\u53ca\u6211\u81ea\u5df1\u548c\u540c\u4e8b\u4eec\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u7684\u770b\u6cd5\u63d0\u51fa\u89c2\u70b9\uff1a\u5927\u6a21\u578b\u516c\u53f8\u5411\u516c\u4f17\u62a5\u544a\u7684\u4efb\u4f55\u63d0\u5347\u90fd\u4e0d\u80fd\u53cd\u6620\u7ecf\u6d4e\u5b9e\u7528\u6027\u6216\u666e\u904d\u6027\u3002\u5b83\u4eec\u4e0d\u80fd\u53cd\u6620\u6211\u6216\u6211\u5ba2\u6237\u7684\u5b9e\u9645\u4f53\u9a8c\u3002<strong>\u5c31\u80fd\u591f\u6267\u884c\u5168\u65b0\u7684\u4efb\u52a1\u6216\u66f4\u5927\u6bd4\u4f8b\u7684\u7528\u6237\u667a\u529b\u52b3\u52a8\u800c\u8a00\uff0c\u6211\u8ba4\u4e3a\u81ea\u53bb\u5e74 8 \u6708\u4ee5\u6765\u5b83\u4eec\u5c31\u6ca1\u6709\u592a\u5927\u8fdb\u6b65\u4e86<\/strong>\u3002<\/p>\n<p>\u5982\u679c\u4f60\u662f\u5927\u6a21\u578b\u7ade\u54c1\u516c\u53f8\u7684\u5de5\u7a0b\u5e08\uff0c\u8fd9\u6216\u8bb8\u662f\u4e2a\u597d\u6d88\u606f\uff01\u5bf9\u6211\u4e2a\u4eba\u800c\u8a00\uff0c\u4f5c\u4e3a\u4e00\u4e2a\u8bd5\u56fe\u5229\u7528\u5927\u6a21\u578b\u80fd\u529b\u8d5a\u94b1\u7684\u4eba\uff0c\u5b83\u4eec\u8fd8\u6ca1\u6709\u806a\u660e\u5230\u80fd\u89e3\u51b3\u6574\u4e2a\u95ee\u9898\uff0c\u5bf9\u90a3\u4e9b\u62c5\u5fc3\u5feb\u901f\u8fc7\u6e21\u5230 AI \u7ecf\u6d4e\u4f1a\u5e26\u6765\u9053\u5fb7\u98ce\u9669\u7684\u4eba\u6765\u8bf4\uff0c\u6216\u8bb8\u4e5f\u4e0d\u9700\u8981\u592a\u8fc7\u62c5\u5fe7\u4e86\u3002<\/p>\n<p>\u4e0e\u6b64\u540c\u65f6\uff0c\u6709\u4e00\u79cd\u89c2\u70b9\u8ba4\u4e3a\uff0c<strong>\u6a21\u578b\u5f97\u5206\u4e0e\u6d88\u8d39\u8005\u4f53\u9a8c\u8131\u8282\u662f\u4e00\u4e2a\u4e0d\u597d\u7684\u8ff9\u8c61<\/strong>\u3002\u5982\u679c\u4e1a\u754c\u73b0\u5728\u8fd8\u641e\u4e0d\u6e05\u695a\u5982\u4f55\u8861\u91cf\u6a21\u578b\u7684\u667a\u529b\uff0c\u800c\u6a21\u578b\u5927\u591a\u5c40\u9650\u4e8e\u804a\u5929\u673a\u5668\u4eba\uff0c\u90a3\u4e48\u5f53 AI \u5728\u7ba1\u7406\u516c\u53f8\u6216\u5236\u5b9a\u516c\u5171\u653f\u7b56\u65f6\uff0c\u53c8\u8be5\u5982\u4f55\u5236\u5b9a\u8861\u91cf\u5176\u5f71\u54cd\u7684\u6807\u51c6\u5462\uff1f\u5982\u679c\u6211\u4eec\u5728\u5c06\u516c\u5171\u751f\u6d3b\u4e2d\u7e41\u7410\u800c\u8270\u96be\u7684\u90e8\u5206\u59d4\u6258\u7ed9\u673a\u5668\u4e4b\u524d\u5c31\u9677\u5165\u4e86\u53e4\u5fb7\u54c8\u7279\u5b9a\u5f8b\uff08\u5f53\u4e00\u4e2a\u653f\u7b56\u53d8\u6210\u76ee\u6807\uff0c\u5b83\u5c06\u4e0d\u518d\u662f\u4e00\u4e2a\u597d\u7684\u653f\u7b56\uff09\uff0c\u6211\u60f3\u77e5\u9053\u539f\u56e0\u3002<\/p>\n<p><strong>AI \u5b9e\u9a8c\u5ba4\u662f\u5728\u4f5c\u5f0a\u5417\uff1f<\/strong><\/p>\n<p>AI \u5b9e\u9a8c\u5ba4\u7684\u521b\u59cb\u4eba\u4eec\u7ecf\u5e38\u8ba4\u4e3a\uff0c\u4ed6\u4eec\u6b63\u5728\u8fdb\u884c\u4e00\u573a\u6587\u660e\u7ade\u4e89\uff0c\u4ee5\u63a7\u5236\u6574\u4e2a\u672a\u6765\u7684\u5149\u9525\uff0c\u5982\u679c\u4ed6\u4eec\u6210\u529f\u4e86\uff0c\u4e16\u754c\u5c31\u5c06\u4f1a\u6539\u53d8\u3002\u6307\u8d23\u8fd9\u4e9b\u521b\u59cb\u4eba\u4ece\u4e8b\u6b3a\u8bc8\u884c\u4e3a\u4ee5\u8fdb\u4e00\u6b65\u5b9e\u73b0\u8fd9\u4e9b\u76ee\u7684\u662f\u76f8\u5f53\u5408\u7406\u7684\u3002<\/p>\n<p>\u5373\u4f7f\u4f60\u4e00\u5f00\u59cb\u5bf9\u79d1\u6280\u5927\u4f6c\u7684\u8bc4\u4ef7\u5f02\u5e38\u9ad8\uff0c\u4f60\u4e5f\u4e0d\u5e94\u8be5\u6307\u671b\u4ed6\u4eec\u5728\u8fd9\u573a\u7ade\u8d5b\u4e2d\u6210\u4e3a\u81ea\u5df1\u6a21\u578b\u8868\u73b0\u7684\u8bda\u4fe1\u6765\u6e90\u3002\u5982\u679c\u4f60\u80fd\u89c4\u907f\u60e9\u7f5a\uff0c\u90a3\u4e48\u5938\u5927\u80fd\u529b\u6216\u6709\u9009\u62e9\u5730\u62ab\u9732\u6709\u5229\u7684\u7ed3\u679c\u6709\u975e\u5e38\u5f3a\u5927\u7684\u77ed\u671f\u6fc0\u52b1\u3002\u6295\u8d44\u662f\u5176\u4e2d\u4e4b\u4e00\uff0c\u4f46\u5438\u5f15\u4eba\u624d\u548c\u8d62\u5f97\uff08\u5177\u6709\u5fc3\u7406\u5f71\u54cd\u529b\u7684\uff09\u58f0\u671b\u7ade\u8d5b\u53ef\u80fd\u4e5f\u662f\u540c\u6837\u91cd\u8981\u7684\u6fc0\u52b1\u56e0\u7d20\u3002\u800c\u4e14\u57fa\u672c\u4e0a\u6ca1\u6709\u6cd5\u5f8b\u8d23\u4efb\u8feb\u4f7f\u5b9e\u9a8c\u5ba4\u5bf9\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u4fdd\u6301\u900f\u660e\u6216\u771f\u5b9e\uff0c\u56e0\u4e3a\u4ece\u6765\u6ca1\u6709\u4eba\u56e0\u4e3a\u5728\u6d4b\u8bd5\u6570\u636e\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u7136\u540e\u5411\u516c\u4f17\u62a5\u544a\u8be5\u8868\u73b0\u800c\u88ab\u8d77\u8bc9\u6216\u88ab\u5224\u72af\u6709\u6b3a\u8bc8\u7f6a\u3002<\/p>\n<p>\u5982\u679c\u4f60\u5c1d\u8bd5\u8fc7\uff0c\u4efb\u4f55\u8fd9\u6837\u7684\u5b9e\u9a8c\u5ba4\u4ecd\u7136\u53ef\u4ee5\u58f0\u79f0\u81ea\u5df1\u5728\u975e\u5e38\u72ed\u9698\u7684\u610f\u4e49\u4e0a\u8bf4\u7684\u662f\u5b9e\u8bdd\uff0c\u56e0\u4e3a\u8be5\u6a21\u578b\u300c\u786e\u5b9e\u5728\u8be5\u57fa\u51c6\u4e0a\u5b9e\u73b0\u4e86\u8be5\u6027\u80fd\u300d\u3002\u5982\u679c\u5bf9\u91cd\u8981\u6307\u6807\u7684\u4e00\u9636\u8c03\u6574\u5728\u6280\u672f\u610f\u4e49\u4e0a\u53ef\u4ee5\u88ab\u89c6\u4e3a\u6b3a\u8bc8\uff0c\u90a3\u4e48\u8d1f\u8d23\u4f2a\u9020\u7edf\u8ba1\u6570\u636e\u7684\u56e2\u961f\u8fd8\u6709\u4e00\u767e\u4e07\u79cd\u5176\u4ed6\u65b9\u5f0f\u6765\u7a0d\u5fae\u95f4\u63a5\u5730\u5904\u7406\u5b83\u3002<\/p>\n<p>\u5728\u672c\u6587\u7684\u521d\u7a3f\u4e2d\uff0c\u6211\u5728\u4e0a\u9762\u4e00\u6bb5\u540e\u9762\u52a0\u4e0a\u4e86\u8fd9\u6837\u4e00\u53e5\u8bdd\uff1a\u300c\u8bdd\u867d\u5982\u6b64\uff0c\u4e0d\u53ef\u80fd\u6240\u6709\u6536\u76ca\u90fd\u6765\u81ea\u4f5c\u5f0a\uff0c\u56e0\u4e3a\u4e00\u4e9b\u57fa\u51c6\u6d4b\u8bd5\u6709\u4fdd\u7559\u6570\u636e\u96c6\u3002\u300d\u6700\u8fd1\u6709\u4e00\u4e9b\u79c1\u4eba\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5982 SEAL\uff0c\u4f3c\u4e4e\u663e\u793a\u51fa\u4e86\u6539\u8fdb\u3002\u4f46 OpenAI \u548c Anthropic \u53d1\u5e03\u7684\u6bcf\u4e00\u4e2a\u57fa\u51c6\u6d4b\u8bd5\u90fd\u6709\u4e00\u4e2a\u516c\u5f00\u7684\u6d4b\u8bd5\u6570\u636e\u96c6\u3002\u6211\u80fd\u60f3\u5230\u7684\u552f\u4e00\u4f8b\u5916\u662f ARC-AGI \u5956\uff0c\u5176\u300c\u534a\u79c1\u4eba\u300d\u8bc4\u4f30\u4e2d\u7684\u6700\u9ad8\u5206\u7531 o3 \u83b7\u5f97\uff0c\u4f46\u5c3d\u7ba1\u5982\u6b64\uff0c\u5b83\u5c1a\u672a\u5bf9 Claude 3.7 Sonnet\u3001DeepSeek \u6216 o3-mini \u8fdb\u884c\u8fc7\u516c\u5f00\u8bc4\u4f30\u3002\u5173\u4e8e o3 \u672c\u8eab\uff1a<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png\"><\/a><\/section>\n<p>\u6240\u4ee5\u4e5f\u8bb8\u6ca1\u6709\u4ec0\u4e48\u79d8\u5bc6\uff1a<strong>AI \u5b9e\u9a8c\u5ba4\u516c\u53f8\u5728\u6492\u8c0e\uff0c\u5f53\u4ed6\u4eec\u6539\u8fdb\u57fa\u51c6\u6d4b\u8bd5\u7ed3\u679c\u65f6\uff0c\u662f\u56e0\u4e3a\u4ed6\u4eec\u4e4b\u524d\u5df2\u7ecf\u770b\u5230\u8fc7\u7b54\u6848\u5e76\u628a\u5b83\u4eec\u5199\u4e0b\u6765\u4e86<\/strong>\u3002\u4ece\u67d0\u79cd\u610f\u4e49\u4e0a\u8bf4\uff0c\u8fd9\u53ef\u80fd\u662f\u6700\u5e78\u8fd0\u7684\u7b54\u6848\uff0c\u56e0\u4e3a\u8fd9\u610f\u5473\u7740\u6211\u4eec\u5728\u8861\u91cf AGI \u6027\u80fd\u65b9\u9762\u5176\u5b9e\u5e76\u6ca1\u6709\u90a3\u4e48\u7cdf\u7cd5\uff1b\u6211\u4eec\u53ea\u662f\u9762\u4e34\u7740\u4eba\u4e3a\u7684\u6b3a\u8bc8\u3002\u6b3a\u8bc8\u662f\u4eba\u7684\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u6f5c\u5728\u6280\u672f\u56f0\u96be\u7684\u8ff9\u8c61\u3002<\/p>\n<p>\u6211\u731c\u8fd9\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u662f\u6b63\u786e\u7684\uff0c\u4f46\u5e76\u975e\u5168\u90e8\u3002<\/p>\n<p><strong>\u57fa\u51c6\u6d4b\u8bd5\u662f\u5426\u6ca1\u6709\u8ddf\u8e2a\u5b9e\u7528\u6027\uff1f<\/strong><\/p>\n<p>\u5047\u8bbe\u4f60\u5bf9\u4e00\u4e2a\u4eba\u7684\u552f\u4e00\u4e86\u89e3\u662f\u4ed6\u4eec\u5728\u745e\u6587\u6e10\u8fdb\u77e9\u9635\uff08\u667a\u5546\u6d4b\u8bd5\uff09\u4e2d\u5f97\u5206\u4e3a 160\u3002\u4f60\u53ef\u4ee5\u5bf9\u8fd9\u4e2a\u4eba\u505a\u51fa\u4e00\u4e9b\u63a8\u65ad\uff1a\u4f8b\u5982\uff0cRPM \u5f97\u5206\u8d8a\u9ad8\uff0c\u53ef\u63a8\u65ad\u51fa\u751f\u6d3b\u6761\u4ef6\u8d8a\u79ef\u6781\uff0c\u6bd4\u5982\u804c\u4e1a\u6536\u5165\u5f88\u9ad8\u3001\u5065\u5eb7\u72b6\u51b5\u5f88\u597d\u3001\u4e0d\u4f1a\u8fdb\u76d1\u72f1\u7b49\u7b49\u3002<\/p>\n<p>\u4f60\u53ef\u4ee5\u505a\u51fa\u8fd9\u4e9b\u63a8\u65ad\uff0c\u90e8\u5206\u539f\u56e0\u662f\u5728\u6d4b\u8bd5\u4eba\u7fa4\u4e2d\uff0c\u745e\u6587\u6e10\u8fdb\u77e9\u9635\u6d4b\u8bd5\u7684\u5206\u6570\u53ef\u4ee5\u53cd\u6620\u4eba\u7c7b\u5728\u76f8\u5173\u4efb\u52a1\u4e0a\u7684\u667a\u529b\u80fd\u529b\u3002\u5b8c\u6210\u6807\u51c6\u667a\u5546\u6d4b\u8bd5\u5e76\u83b7\u5f97\u9ad8\u5206\u7684\u80fd\u529b\u4e0d\u4ec5\u80fd\u8ba9\u4f60\u4e86\u89e3\u8fd9\u4e2a\u4eba\u7684\u300c\u5e94\u8bd5\u300d\u80fd\u529b\uff0c\u8fd8\u80fd\u8ba9\u4f60\u4e86\u89e3\u8fd9\u4e2a\u4eba\u5728\u5de5\u4f5c\u4e2d\u7684\u8868\u73b0\u5982\u4f55\uff0c\u8fd9\u4e2a\u4eba\u662f\u5426\u505a\u51fa\u4e86\u6b63\u786e\u7684\u5065\u5eb7\u51b3\u5b9a\uff0c\u4ed6\u4eec\u7684\u5fc3\u7406\u5065\u5eb7\u662f\u5426\u826f\u597d\uff0c\u7b49\u7b49\u3002<\/p>\n<p>\u81f3\u5173\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u4e9b\u76f8\u5173\u6027\u4e0d\u5fc5\u5f88\u5f3a\uff0c\u745e\u6587\u6d4b\u8bd5\u624d\u80fd\u6210\u4e3a\u6709\u7528\u7684\u8bca\u65ad\u5de5\u5177\u3002\u60a3\u8005\u4e0d\u4f1a\u63a5\u53d7\u667a\u5546\u6d4b\u8bd5\u8bad\u7ec3\uff0c\u800c\u4e14\u4eba\u7c7b\u5927\u8111\u7684\u8bbe\u8ba1\u4e5f\u5e76\u975e\u662f\u4e3a\u4e86\u5728 RPM \u7b49\u6d4b\u8bd5\u4e2d\u83b7\u5f97\u9ad8\u5206\u3002\u6211\u4eec\u5728\u8fd9\u4e9b\u6d4b\u8bd5\u4e2d\u7684\u4f18\u5f02\u8868\u73b0\uff08\u76f8\u5bf9\u4e8e\u5176\u4ed6\u7269\u79cd\u800c\u8a00\uff09\u662f\u8fc7\u53bb 5 \u4e07\u5e74\u4e2d\u5076\u7136\u53d1\u751f\u7684\u4e8b\u60c5\uff0c\u56e0\u4e3a\u8fdb\u5316\u95f4\u63a5\u5730\u8ba9\u6211\u4eec\u80fd\u591f\u8ffd\u8e2a\u52a8\u7269\u3001\u704c\u6e89\u5e84\u7a3c\u548c\u8d62\u5f97\u6218\u4e89\u3002<\/p>\n<p><strong>\u7136\u800c\u5728\u5927\u6a21\u578b\u9886\u57df\uff0c\u9664\u4e86\u51e0\u4e2a\u660e\u663e\u7684\u4f8b\u5916\uff0c\u6211\u4eec\u51e0\u4e4e\u6240\u6709\u7684\u57fa\u51c6\u6d4b\u8bd5\u90fd\u5177\u6709\u6807\u51c6\u5316\u6d4b\u8bd5\u7684\u5916\u89c2\u548c\u611f\u89c9\u3002<\/strong>\u6211\u7684\u610f\u601d\u662f\uff0c\u6bcf\u4e00\u4e2a\u90fd\u662f\u4e00\u7cfb\u5217\u5b66\u672f\u96be\u9898\u6216\u8f6f\u4ef6\u5de5\u7a0b\u6311\u6218\uff0c\u6bcf\u4e2a\u6311\u6218\u4f60\u90fd\u53ef\u4ee5\u5728\u4e0d\u5230\u51e0\u767e\u4e2a token \u7684\u65f6\u95f4\u5185\u6d88\u5316\u5e76\u89e3\u51b3\u3002\u4e5f\u8bb8\u8fd9\u53ea\u662f\u56e0\u4e3a\u8fd9\u4e9b\u6d4b\u8bd5\u8bc4\u4f30\u8d77\u6765\u66f4\u5feb\uff0c\u4f46\u4eba\u4eec\u4f3c\u4e4e\u7406\u6240\u5f53\u7136\u5730\u8ba4\u4e3a\uff0c\u80fd\u591f\u83b7\u5f97 IMO \u91d1\u724c\u7684 AI \u6a21\u578b\u5c06\u5177\u6709\u4e0e\u9676\u54f2\u8f69\u76f8\u540c\u7684\u80fd\u529b\u3002\u56e0\u6b64\uff0c\u300c\u4eba\u7c7b\u7684\u6700\u540e\u8003\u8bd5\u300d\uff08ENIGMAEVAL\uff09\u4e0d\u662f\u5bf9\u6a21\u578b\u5b8c\u6210 Upwork \u4efb\u52a1\u3001\u5b8c\u6210\u89c6\u9891\u6e38\u620f\u6216\u7ec4\u7ec7\u519b\u4e8b\u884c\u52a8\u7684\u80fd\u529b\u7684\u6d4b\u8bd5\uff0c\u800c\u662f\u4e00\u4e2a\u81ea\u7531\u53cd\u5e94\u6d4b\u9a8c\u3002<\/p>\n<p>\u6211\u4e0d\u4f1a\u505a\u4efb\u4f55\u300c\u4eba\u7c7b\u7684\u6700\u540e\u8003\u8bd5\u300d\u7684\u6d4b\u8bd5\u95ee\u9898\uff0c<strong>\u4f46\u6211\u4eca\u5929\u613f\u610f\u6253\u8d4c\uff0c\u7b2c\u4e00\u4e2a\u62ff\u5230\u6ee1\u5206\u7684\u5927\u6a21\u578b\u4ecd\u7136\u65e0\u6cd5\u4f5c\u4e3a\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u5c31\u4e1a<\/strong>\u3002 HLE \u548c\u7c7b\u4f3c\u7684\u57fa\u51c6\u6d4b\u8bd5\u5f88\u9177\uff0c\u4f46\u5b83\u4eec\u65e0\u6cd5\u6d4b\u8bd5\u8bed\u8a00\u6a21\u578b\u7684\u4e3b\u8981\u7f3a\u9677\uff0c\u6bd4\u5982\u5b83\u4eec\u53ea\u80fd\u50cf\u5c0f\u5546\u8d29\u4e00\u6837\u901a\u8fc7\u590d\u8ff0\u7684\u65b9\u5f0f\u6765\u8bb0\u4f4f\u4e1c\u897f\u3002Claude Plays Pokemon \u662f\u4e00\u4e2a\u88ab\u8fc7\u5ea6\u4f7f\u7528\u7684\u4f8b\u5b50\uff0c\u56e0\u4e3a\u89c6\u9891\u6e38\u620f\u6d89\u53ca\u8bb8\u591a\u4eba\u7c7b\u7279\u5b9a\u80fd\u529b\u7684\u7efc\u5408\u3002\u8fd9\u9879\u4efb\u52a1\u9002\u5408\u4e8e\u5076\u5c14\u56de\u5fc6 30 \u5206\u949f\u524d\u5b66\u5230\u7684\u4e1c\u897f\uff0c\u7ed3\u679c\u4e0d\u51fa\u6240\u6599\u5730\u7cdf\u7cd5\u3002<\/p>\n<section><a href=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-d906323d7197b824f64db9e855436b28.png\" data-fancybox=\"images\" data-fancybox=\"gallery\"><img decoding=\"async\" src=\"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-d906323d7197b824f64db9e855436b28.png\"><\/a><\/section>\n<p>\u5c31\u6211\u4e2a\u4eba\u800c\u8a00\uff0c\u5f53\u6211\u60f3\u4e86\u89e3\u672a\u6765\u80fd\u529b\u7684\u6539\u8fdb\u65f6\uff0c\u6211\u5c06\u51e0\u4e4e\u53ea\u5173\u6ce8 Claude Plays Pokemon \u8fd9\u6837\u7684\u57fa\u51c6\u6d4b\u8bd5\u3002\u6211\u4ecd\u7136\u4f1a\u67e5\u770b SEAL \u6392\u884c\u699c\uff0c\u770b\u770b\u5b83\u5728\u8bf4\u4ec0\u4e48\uff0c\u4f46\u6211\u7684 AI \u65f6\u95f4\u8868\u7684\u51b3\u5b9a\u56e0\u7d20\u5c06\u662f\u6211\u5728 Cursor \u4e2d\u7684\u4e2a\u4eba\u7ecf\u5386\uff0c\u4ee5\u53ca LLM \u5904\u7406\u7c7b\u4f3c\u4f60\u8981\u6c42\u5458\u5de5\u6267\u884c\u7684\u957f\u671f\u4efb\u52a1\u7684\u80fd\u529b\uff0c\u5176\u4ed6\u7684\u4e00\u5207\u90fd\u592a\u8fc7\u5608\u6742\u3002<\/p>\n<p><strong>\u8fd9\u4e9b\u6a21\u578b\u6216\u8bb8\u5df2\u7ecf\u5f88\u667a\u80fd\uff0c\u4f46\u5728\u5bf9\u9f50\u65b9\u9762\u5b58\u5728\u74f6\u9888\uff1f<\/strong><\/p>\n<p>\u5728\u4ecb\u7ecd\u4e0b\u4e00\u70b9\u4e4b\u524d\uff0c\u8ba9\u6211\u5148\u4ecb\u7ecd\u4e00\u4e0b\u6211\u4eec\u7684\u4e1a\u52a1\u80cc\u666f\u3002<\/p>\n<p>\u6b63\u5982\u6211\u6240\u63d0\u5230\u7684\uff0c\u6211\u7684\u516c\u53f8\u4f7f\u7528\u8fd9\u4e9b\u6a21\u578b\u6765\u626b\u63cf\u8f6f\u4ef6\u4ee3\u7801\u5e93\u4ee5\u67e5\u627e\u5b89\u5168\u95ee\u9898\u3002\u4ece\u4e8b\u8fd9\u4e2a\u7279\u5b9a\u95ee\u9898\u9886\u57df\uff08\u7ef4\u62a4\u5df2\u4ea4\u4ed8\u8f6f\u4ef6\u7684\u5b89\u5168\u6027\uff09\u5de5\u4f5c\u7684\u4eba\u88ab\u79f0\u4e3a AppSec \u5de5\u7a0b\u5e08\u3002<\/p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u5927\u591a\u6570\u5927\u516c\u53f8\u7684 AppSec \u5de5\u7a0b\u5e08\u90fd\u6709\u5f88\u591a\u4ee3\u7801\u9700\u8981\u4fdd\u62a4\u3002\u4ed6\u4eec\u7684\u5de5\u4f5c\u8fc7\u5ea6\uff0c\u5178\u578b\u8981\u56de\u7b54\u7684\u95ee\u9898\u4e0d\u662f\u300c\u6211\u5982\u4f55\u786e\u4fdd\u8fd9\u4e2a\u5e94\u7528\u7a0b\u5e8f\u6ca1\u6709\u6f0f\u6d1e\u300d\uff0c\u800c\u662f\u300c\u6211\u5982\u4f55\u7ba1\u7406\u3001\u7b5b\u9009\u548c\u89e3\u51b3\u6211\u4eec 8000 \u6761\u4ea7\u54c1\u7ebf\u4e2d\u5df2\u7ecf\u5b58\u5728\u7684\u5927\u91cf\u5b89\u5168\u95ee\u9898\u300d\u3002<\/p>\n<p>\u5982\u679c\u4ed6\u4eec\u6536\u5230\u4e00\u6761\u8b66\u62a5\uff0c\u4ed6\u4eec\u5e0c\u671b\u5b83\u5f71\u54cd\u6d3b\u8dc3\u7684\u3001\u7406\u60f3\u60c5\u51b5\u4e0b\u53ef\u901a\u8fc7\u4e92\u8054\u7f51\u8bbf\u95ee\u7684\u751f\u4ea7\u670d\u52a1\u3002\u4efb\u4f55\u4f4e\u4e8e\u8fd9\u4e2a\u6c34\u5e73\u7684\u60c5\u51b5\u90fd\u610f\u5473\u7740\u8981\u4e48\u6709\u592a\u591a\u7ed3\u679c\u9700\u8981\u5ba1\u67e5\uff0c\u8981\u4e48\u5b89\u5168\u56e2\u961f\u662f\u5728\u6d6a\u8d39\u6709\u9650\u7684\u6c9f\u901a\u8d44\u6e90\u6765\u8981\u6c42\u5f00\u53d1\u4eba\u5458\u4fee\u590d\u751a\u81f3\u53ef\u80fd\u6ca1\u6709\u5f71\u54cd\u7684\u95ee\u9898\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u6211\u4eec\u81ea\u7136\u4f1a\u5c1d\u8bd5\u6784\u5efa\u6211\u4eec\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u4ee5\u4fbf\u5b83\u53ea\u62a5\u544a\u5f71\u54cd\u6d3b\u8dc3\u7684\u3001\u7406\u60f3\u60c5\u51b5\u4e0b\u53ef\u901a\u8fc7\u4e92\u8054\u7f51\u8bbf\u95ee\u7684\u751f\u4ea7\u670d\u52a1\u7684\u95ee\u9898\u3002\u4f46\u662f\uff0c\u5982\u679c\u4f60\u53ea\u662f\u5411\u804a\u5929\u6a21\u578b\u89e3\u91ca\u8fd9\u4e9b\u9650\u5236\uff0c\u5b83\u4eec\u4f1a\u5076\u5c14\u9075\u5faa\u4eba\u7684\u6307\u793a\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u544a\u8bc9\u4ed6\u4eec\u68c0\u67e5\u4e00\u6bb5\u4ee3\u7801\u662f\u5426\u5b58\u5728\u5b89\u5168\u95ee\u9898\uff0c\u4ed6\u4eec\u503e\u5411\u4e8e\u50cf\u4f60\u662f\u521a\u521a\u5728 ChatGPT UI \u4e2d\u8be2\u95ee\u8be5\u4ee3\u7801\u7684\u5f00\u53d1\u4eba\u5458\u4e00\u6837\u505a\u51fa\u56de\u5e94\uff0c\u56e0\u6b64\u4f1a\u63a8\u6d4b\u4ee3\u7801\u6709\u95ee\u9898\u6216\u9669\u4e9b\u5931\u8bef\u3002\u5373\u4f7f\u4f60\u63d0\u4f9b\u4e86\u6211\u521a\u521a\u6982\u8ff0\u7684\u60c5\u51b5\u7684\u5b8c\u6574\u4e66\u9762\u63cf\u8ff0\uff0c\u51e0\u4e4e\u6bcf\u4e2a\u516c\u5171\u6a21\u578b\u90fd\u4f1a\u5ffd\u7565\u4f60\u7684\u60c5\u51b5\uff0c\u5e76\u5c06\u65e0\u6cd5\u5229\u7528\u7684 SQL \u67e5\u8be2\u8fde\u63a5\u62a5\u544a\u4e3a\u300c\u5371\u9669\u300d\u3002<\/p>\n<p>\u8fd9\u5e76\u4e0d\u662f\u8bf4 AI \u6a21\u578b\u8ba4\u4e3a\u5b83\u9075\u5faa\u4e86\u4f60\u7684\u6307\u793a\uff0c\u4f46\u5b9e\u9645\u4e0a\u5e76\u6ca1\u6709\u3002LLM \u5b9e\u9645\u4e0a\u4f1a\u5728\u7b80\u5355\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\u8bf4\uff0c\u5b83\u62a5\u544a\u7684\u662f\u4e00\u4e2a\u300c\u6f5c\u5728\u300d\u95ee\u9898\uff0c\u5e76\u4e14\u53ef\u80fd\u65e0\u6cd5\u9a8c\u8bc1\u3002\u6211\u8ba4\u4e3a\u53d1\u751f\u7684\u60c5\u51b5\u662f\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u88ab\u8bad\u7ec3\u6210\u5728\u4e0e\u7528\u6237\u7684\u5b9e\u65f6\u5bf9\u8bdd\u4e2d\u300c\u770b\u8d77\u6765\u5f88\u806a\u660e\u300d\uff0c\u56e0\u6b64\u5b83\u4eec\u66f4\u559c\u6b22\u7a81\u51fa\u663e\u793a\u53ef\u80fd\u7684\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u786e\u8ba4\u4ee3\u7801\u770b\u8d77\u6765\u4e0d\u9519\uff0c\u5c31\u50cf\u4eba\u7c7b\u60f3\u8981\u6f14\u5f97\u5f88\u806a\u660e\u65f6\u6240\u505a\u7684\u90a3\u6837\u3002<\/p>\n<p>\u6bcf\u4e2a LLM \u5e94\u7528\u521d\u521b\u516c\u53f8\u90fd\u4f1a\u9047\u5230\u8fd9\u6837\u7684\u9650\u5236\u3002\u5f53\u4f60\u662f\u4e00\u4e2a\u76f4\u63a5\u4e0e\u804a\u5929\u6a21\u578b\u4ea4\u4e92\u7684\u4eba\u65f6\uff0c\u963f\u8c00\u5949\u627f\u548c\u8be1\u8fa9\u53ea\u662f\u5c0f\u9ebb\u70e6\uff0c\u751a\u81f3\u4e5f\u662f\u80fd\u9002\u5e94\u7684\u3002\u5f53\u4f60\u662f\u4e00\u4e2a\u56e2\u961f\u8bd5\u56fe\u5c06\u8fd9\u4e9b\u6a21\u578b\u7ec4\u5408\u6210\u66f4\u5927\u7684\u7cfb\u7edf\u65f6\uff08\u7531\u4e8e\u524d\u9762\u63d0\u5230\u7684\u5185\u5b58\u95ee\u9898\uff0c\u8fd9\u662f\u5fc5\u8981\u7684\uff09\uff0c\u60f3\u8981\u770b\u8d77\u6765\u4e0d\u9519\u4f1a\u5f15\u53d1\u4e25\u91cd\u7684\u95ee\u9898\u3002\u66f4\u667a\u80fd\u7684\u6a21\u578b\u53ef\u80fd\u4f1a\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u5b83\u4eec\u4e5f\u53ef\u80fd\u4f7f\u95ee\u9898\u66f4\u96be\u68c0\u6d4b\uff0c\u7279\u522b\u662f\u5f53\u5b83\u4eec\u53d6\u4ee3\u7684\u7cfb\u7edf\u53d8\u5f97\u66f4\u52a0\u590d\u6742\u5e76\u4e14\u66f4\u96be\u9a8c\u8bc1\u8f93\u51fa\u65f6\u3002<\/p>\n<p>\u6709\u5f88\u591a\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u514b\u670d\u8fd9\u4e9b\u7f3a\u9677\u3002\u5728\u6709\u4eba\u60f3\u51fa\u89e3\u51b3\u95ee\u9898\u7684\u5916\u5728\u8868\u73b0\u4e4b\u524d\uff0c\u6211\u4eec\u5b8c\u5168\u6709\u53ef\u80fd\u65e0\u6cd5\u89e3\u51b3\u6838\u5fc3\u95ee\u9898\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u8fd9\u6837\u505a\u662f\u4e00\u4e2a\u9519\u8bef\u3002\u8fd9\u4e9b AI \u673a\u5668\u5f88\u5feb\u5c31\u4f1a\u6210\u4e3a\u6211\u4eec\u751f\u6d3b\u7684\u793e\u4f1a\u7684\u8df3\u52a8\u7684\u5fc3\u810f\u3002\u5b83\u4eec\u5728\u7ec4\u5408\u548c\u4e92\u52a8\u65f6\u521b\u9020\u7684\u793e\u4f1a\u548c\u653f\u6cbb\u7ed3\u6784\u5c06\u5b9a\u4e49\u6211\u4eec\u5468\u56f4\u770b\u5230\u7684\u4e00\u5207\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u5b83\u4eec\u8981\u5c3d\u53ef\u80fd\u5730\u6709\u9053\u5fb7\u3002<\/p>\n<p><sup>\u539f\u6587\u94fe\u63a5\uff1a<\/sup><\/p>\n<p><sup>https:\/\/www.lesswrong.com\/posts\/4mvphwx5pdsZLMmpY\/recent-ai-model-progress-feels-mostly-like-bullshit<\/sup><\/p>\n<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:<a href=\"https:\/\/www.jiqizhixin.com\/articles\/2025-04-18-3\" target=\"_blank\">AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6587\u7ae0\u6765\u6e90\u4e8e\u4e92\u8054\u7f51:AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"open","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[27],"tags":[68],"class_list":["post-40224","post","type-post","status-publish","format-standard","hentry","category-news","tag-68"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a - \u4e00\u8d77AI\u6280\u672f<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/17aitech.com\/?p=40224\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224\"},\"author\":{\"name\":\"AI\u5c0f\u52a9\u624b\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"headline\":\"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a\",\"datePublished\":\"2025-04-18T18:02:39+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224\"},\"wordCount\":83,\"commentCount\":0,\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-7286e96315fa7fbbf494679b3851a402.png\",\"keywords\":[\"\u5927\u6a21\u578b\"],\"articleSection\":[\"\u884c\u4e1a\u8d44\u8baf\"],\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=40224#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?p=40224\",\"name\":\"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a - \u4e00\u8d77AI\u6280\u672f\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-7286e96315fa7fbbf494679b3851a402.png\",\"datePublished\":\"2025-04-18T18:02:39+00:00\",\"author\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\"},\"breadcrumb\":{\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/17aitech.com\\\/?p=40224\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#primaryimage\",\"url\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-7286e96315fa7fbbf494679b3851a402.png\",\"contentUrl\":\"https:\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/frc-7286e96315fa7fbbf494679b3851a402.png\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/?p=40224#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\\\/\\\/17aitech.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#website\",\"url\":\"https:\\\/\\\/17aitech.com\\\/\",\"name\":\"\u4e00\u8d77AI\u6280\u672f\",\"description\":\"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca\",\"alternateName\":\"\u4e00\u8d77AI\u6280\u672f\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/17aitech.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/17aitech.com\\\/#\\\/schema\\\/person\\\/60225458499e817ae0af73e67e440b9d\",\"name\":\"AI\u5c0f\u52a9\u624b\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"url\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"contentUrl\":\"\\\/\\\/17aitech.com\\\/wp-content\\\/uploads\\\/2024\\\/04\\\/robot_3.png\",\"caption\":\"AI\u5c0f\u52a9\u624b\"},\"description\":\"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e\",\"url\":\"https:\\\/\\\/17aitech.com\\\/?page_id=33738&user=3\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a - \u4e00\u8d77AI\u6280\u672f","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/17aitech.com\/?p=40224","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/17aitech.com\/?p=40224#article","isPartOf":{"@id":"https:\/\/17aitech.com\/?p=40224"},"author":{"name":"AI\u5c0f\u52a9\u624b","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"headline":"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a","datePublished":"2025-04-18T18:02:39+00:00","mainEntityOfPage":{"@id":"https:\/\/17aitech.com\/?p=40224"},"wordCount":83,"commentCount":0,"image":{"@id":"https:\/\/17aitech.com\/?p=40224#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png","keywords":["\u5927\u6a21\u578b"],"articleSection":["\u884c\u4e1a\u8d44\u8baf"],"inLanguage":"zh-Hans","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/17aitech.com\/?p=40224#respond"]}]},{"@type":"WebPage","@id":"https:\/\/17aitech.com\/?p=40224","url":"https:\/\/17aitech.com\/?p=40224","name":"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a - \u4e00\u8d77AI\u6280\u672f","isPartOf":{"@id":"https:\/\/17aitech.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/17aitech.com\/?p=40224#primaryimage"},"image":{"@id":"https:\/\/17aitech.com\/?p=40224#primaryimage"},"thumbnailUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png","datePublished":"2025-04-18T18:02:39+00:00","author":{"@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d"},"breadcrumb":{"@id":"https:\/\/17aitech.com\/?p=40224#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/17aitech.com\/?p=40224"]}]},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/17aitech.com\/?p=40224#primaryimage","url":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png","contentUrl":"https:\/\/17aitech.com\/wp-content\/uploads\/2025\/04\/frc-7286e96315fa7fbbf494679b3851a402.png"},{"@type":"BreadcrumbList","@id":"https:\/\/17aitech.com\/?p=40224#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/17aitech.com\/"},{"@type":"ListItem","position":2,"name":"AI\u5e94\u7528\u521b\u4e1a\u516c\u53f8\uff1a\u5927\u6a21\u578b\u6700\u8fd1\u7684\u7a81\u7834\uff0c\u5168\u662f\u4f5c\u5f0a"}]},{"@type":"WebSite","@id":"https:\/\/17aitech.com\/#website","url":"https:\/\/17aitech.com\/","name":"\u4e00\u8d77AI\u6280\u672f","description":"\u8ba9AI\u77e5\u8bc6\u89e6\u624b\u53ef\u53ca","alternateName":"\u4e00\u8d77AI\u6280\u672f","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/17aitech.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/17aitech.com\/#\/schema\/person\/60225458499e817ae0af73e67e440b9d","name":"AI\u5c0f\u52a9\u624b","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","url":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","contentUrl":"\/\/17aitech.com\/wp-content\/uploads\/2024\/04\/robot_3.png","caption":"AI\u5c0f\u52a9\u624b"},"description":"\u8fd9\u4e2a\u4eba\u5f88\u61d2\uff0c\u4ec0\u4e48\u90fd\u6ca1\u6709\u7559\u4e0b\uff5e","url":"https:\/\/17aitech.com\/?page_id=33738&user=3"}]}},"_links":{"self":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40224","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=40224"}],"version-history":[{"count":0,"href":"https:\/\/17aitech.com\/index.php?rest_route=\/wp\/v2\/posts\/40224\/revisions"}],"wp:attachment":[{"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=40224"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=40224"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/17aitech.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=40224"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}