{"id":19413,"date":"2024-03-13T12:24:28","date_gmt":"2024-03-13T04:24:28","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=19413"},"modified":"2024-03-13T12:33:46","modified_gmt":"2024-03-13T04:33:46","slug":"%e5%85%a8%e7%90%83%e9%a6%96%e4%b8%aaai%e7%a8%8b%e5%ba%8f%e5%91%98%e8%af%9e%e7%94%9f%ef%bc%8c%e7%a0%81%e5%86%9c%e9%a5%ad%e7%a2%97%e4%b8%80%e5%a4%9c%e8%a2%ab%e7%a0%b8%ef%bc%8110%e5%9d%97ioi%e9%87%91","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2024\/03\/13\/19413\/","title":{"rendered":"\u5168\u7403\u9996\u4e2aAI\u7a0b\u5e8f\u5458\u8bde\u751f\uff0c\u7801\u519c\u996d\u7897\u4e00\u591c\u88ab\u7838\uff0110\u5757IOI\u91d1\u724c\u534e\u4eba\u56e2\u961f\u9707\u64bc\u6253\u9020\uff0c996\u5199\u4ee3\u7801\u8bad\u7ec3\u6a21\u578b"},"content":{"rendered":"
\u5168\u7403\u9996\u4f4dAI\u8f6f\u4ef6\u5de5\u7a0b\u5e08Devin\u8bde\u751f\u4e86\uff0c\u5b83\u638c\u63e1\u5168\u6808\u6280\u80fd\uff0c\u4e91\u7aef\u90e8\u7f72\u3001\u5e95\u5c42\u4ee3\u7801\u3001\u6539bug\u3001\u8bad\u7ec3\u548c\u5fae\u8c03AI\u6a21\u578b\u90fd\u4e0d\u5728\u8bdd\u4e0b\u3002\u6700\u53ef\u6015\u7684\u662f\uff0c\u5b83\u5b8c\u5168\u4e0d\u6015996\uff0c\u8001\u9ec4\u7684\u9884\u8a00\u662f\u5f7b\u5e95\u6210\u771f\u4e86\uff01<\/div>\n
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\u4e00\u5bb6\u53ebCognition\u768410\u4eba\u521d\u521b\u516c\u53f8\uff0c\u624d\u6210\u7acb\u4e0d\u52302\u4e2a\u6708\uff0c\u5c31\u7ed9\u4e86\u5168\u4e16\u754c\u4ebf\u70b9\u70b9\u9707\u64bc\u3002<\/p>\n

\u521a\u4e00\u653e\u51fa\uff0cDevin\u5c31\u5237\u7206\u4e86\u5168\u7f51\u3002<\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Devin\u4f1a\u62a2\u8d70\u6211\u7684\u996d\u7897\u5417\uff1f<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5fb7\u6251AI\u4e4b\u7236\uff0cOpenAI\u7684\u7814\u7a76\u79d1\u5b66\u5bb6Noam Brown\u8868\u793a\uff0c\u300c2024\u5e74\u5c06\u662f\u4eba\u5de5\u667a\u80fd\u4ee4\u4eba\u5174\u594b\u7684\u4e00\u5e74\u300d\u3002<\/p>\n

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\u6295\u8d44\u4e86Cognition AI\u7684\u7845\u8c37\u5927\u4f6cPeter Thiel\u66f4\u662f\u8ba4\u4e3a\uff0cCognition AI\u4e0eFounders Fund\u4e4b\u524d\u6295\u8d44\u8fc7\u7684DeepMind\uff0c\u73b0\u5728\u7684AI\u5de8\u578b\u72ec\u89d2\u517dOpenAI\uff0cScale AI\u7b49\u516c\u53f8\u5904\u4e8e\u540c\u4e00\u6c34\u5e73\u3002<\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"<\/p>\n

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\u76ee\u524d\uff0cCognition AI\u8fd8\u63a8\u51fa\u4e86\u4e00\u4e2aDevin\u5b9a\u5236\u7684Chrome\u63d2\u4ef6\u2014\u2014Tab Switcher\u3002<\/p>\n

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\uff0c\u65f6\u957f00:54<\/p>\n

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\u5f53\u4f60\u60f3\u8981\u73a9\u4e00\u4e2a\u300c\u751f\u547d\u6e38\u620f\u300d\uff08the Game of Life\uff09\uff0c\u4ea4\u7ed9Devin\u505a\u5c31\u597d\u4e86\u3002<\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

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\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

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\u63a5\u4e0b\u6765\uff0c\u5c31\u662f\u89c1\u8bc1\u5947\u8ff9\u7684\u65f6\u523b\u4e86\uff01<\/p>\n

\uff0c\u65f6\u957f01:58<\/p>\n

\u81ea\u884c\u67e5\u627e\u4ee3\u7801\u5e93\u9519\u8bef\uff0c\u81ea\u884c\u4fee\u590d<\/h3>\n

\u8fd9\u4e2a\u540d\u53ebAndrew\u7684\u5f00\u53d1\u8005\u8868\u793a\uff0c\u81ea\u5df1\u7ef4\u62a4\u4e86\u4e00\u4e2a\u5927\u578b\u5f00\u6e90\u5b58\u50a8\u5e93\uff0c\u5176\u4e2d\u5305\u542b\u8bb8\u591a\u4e0d\u540c\u7684\u7b97\u6cd5\uff0c\u7528\u4e8e\u7ade\u4e89\u6027\u7f16\u7a0b\u3002<\/p>\n

\u4e0d\u4e45\u524d\u6709\u670b\u53cb\u544a\u8bc9\u4ed6\uff1a\u5176\u4e2d\u4e00\u4e2a\u5b9e\u73b0\u4e2d\u6709bug\u3002Andrew\u63d2\u5165\u4e86\u4e00\u4e2a\u5feb\u901f\u4fee\u590d\uff0c\u4f46\u5e76\u6ca1\u6709\u6d4b\u8bd5\u5b83\uff0c\u56e0\u4e3a\u6ca1\u80fd\u62bd\u51fa\u65f6\u95f4\u6765\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u65e2\u7136\u5982\u6b64\uff0c\u5c31\u7ed9Devin\u6765\u8bd5\u8bd5\u770b\uff01<\/p>\n

\u5c0f\u54e5\u7ed9\u4e86Devin\u5b58\u50a8\u5e93\uff0c\u8ba9\u5b83\u6765\u68c0\u67e5\u548c\u5904\u7406\u8fd9\u4e2a\u5b58\u50a8\u5e93\u3002\u7136\u540e\uff0cDevin\u5c31\u627e\u5230\u4e86\u6b63\u786e\u7684\u5b58\u50a8\u5e93\uff0c\u68c0\u67e5\u4e86\u6240\u6709\u6587\u4ef6\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u63a5\u4e0b\u6765\uff0c\u5728\u5c0f\u54e5\u7684\u8981\u6c42\u4e0b\uff0cDevin\u8fd8\u5f88\u8f7b\u6613\u5730\u5c31\u628a\u6d4b\u8bd5\u5199\u4e86\u51fa\u6765\u2014\u2014\u53ea\u662f\u770b\u4e86\u4e00\u4e0b\u6d4b\u8bd5\u5e94\u8be5\u662f\u4ec0\u4e48\u6837\uff0c\u63a5\u53e3\u662f\u4ec0\u4e48\u6837\uff0c\u5c31\u5b8c\u6210\u4e86\u8fd9\u9879\u4efb\u52a1\u3002<\/p>\n

\u6311\u6218\u8fd8\u6ca1\u5b8c\uff0c\u63a5\u4e0b\u6765\uff0c\u5c0f\u54e5\u8981\u6c42Devin\u5c06\u5bf9\u6240\u6709\u8f93\u5165\u8fdb\u884c\u6d4b\u8bd5\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6d4b\u8bd5\u8fd9\u4e2a\u8f93\u5165\uff0c\u4e5f\u5c31\u662f\u81ea\u5df1\u5e38\u7528\u7684\u300c\u66b4\u529b\u6d4b\u8bd5\u300d\u3002<\/p>\n

\u4e8e\u662f\uff0cDevin\u91cd\u5199\u4e86\u6d4b\u8bd5\u51fd\u6570\uff0c\u4f7f\u7528\u4e86\u56db\u4e2a\u5d4c\u5957\u7684\u5faa\u73af\uff0c\u8fd9\u4e00\u6b21\uff0c\u5b83\u53d1\u73b0\u4e86\u4e00\u4e2abug\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u63a5\u7740\uff0cDevin\u5f00\u59cb\u8c03\u8bd5\u3002\u5b83\u5728\u8fd9\u91cc\u6dfb\u52a0\u4e86\u4e00\u4e2aprint\u8bed\u53e5\uff0c\u6765\u8c03\u8bd5\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u7136\u540e\u91cd\u65b0\u6d4b\u8bd5\uff0c\u53d1\u73b0\u4e86\u9519\u8bef\uff1a\u4ee3\u7801\u4e0d\u5e94\u8be5\u8fd4\u56de\u8d1f\u503c\u3002<\/p>\n

\u4e8e\u662fDevin\u67e5\u770b\u4e86\u6b63\u5728\u6d4b\u8bd5\u7684\u4ee3\u7801\uff0c\u7136\u540e\u6dfb\u52a0\u8fdb\u4e86\u8fd9\u884c\u4ee3\u7801\uff0c\u786e\u4fdd\u8fd4\u56de\u503c\u662f\u975e\u8d1f\u7684\u3002<\/p>\n

\u73b0\u5728Andrew\u53ef\u4ee5\u786e\u4fe1\uff0c\u81ea\u5df1\u7684\u4ee3\u7801\u662f\u5b8c\u5168\u6b63\u786e\u7684\u4e86\uff01<\/p>\n

<\/p>\n

\u8bad\u7ec3\u548c\u5fae\u8c03AI\u6a21\u578b<\/h3>\n

Devin\u80fd\u529b\u4e5f\u5728\u4e00\u6b65\u4e00\u6b65\u8fdb\u9636\u3002<\/p>\n

\u6700\u8ba9\u4eba\u5174\u594b\u7684\u662f\uff0c\u5b83\u53ef\u4ee5\u81ea\u5df1\u8bad\u7ec3\u3001\u5fae\u8c03\u6a21\u578b\uff0cAI\u8badAI\u6210\u771f\u4e86\uff01<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u9996\u5148\uff0c\u7ed9\u667a\u80fd\u4f53Devin\u63d0\u4f9b\u4e00\u4e2aGitHub\u5e93\u7684\u94fe\u63a5\uff08\u6bd4\u5982QLoRA\u2014\u2014\u4e00\u79cd\u91cf\u5316\u5927\u6a21\u578b\u7684\u5fae\u8c03\u65b9\u6cd5)\u3002<\/p>\n

Devin\u6240\u505a\u7684\u5c31\u662f\uff0c\u5fae\u8c037B Llama\u6a21\u578b\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u5c31\u662f\u732e\u6280\u7684\u65f6\u523b\uff0cDevin\u514b\u9686\u4e86GitHub\u5e93\uff0c\u4e86\u89e3\u5982\u4f55\u4f7f\u7528readme\u8fd0\u884c\uff0c\u8bbe\u7f6e\u597d\u6240\u9700pip\u7684\u8981\u6c42\uff0c\u67e5\u770b\u6240\u6709\u7684\u811a\u672c\u8bed\u8a00\uff0c\u5e76\u5f00\u59cb\u8fd0\u884c\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u8bad\u7ec3\u8fc7\u7a0b\u4e2d\uff0cDevin\u8fd8\u9047\u5230\u4e86Cuda\u95ee\u9898\uff08\u8fd9\u662f\u5728\u5f00\u6e90\u5e93\u4e2d\u53ef\u4ee5\u9884\u6599\u5230\u7684\uff09\u3002<\/p>\n

\u4e0d\u8fc7\u8fd9\u53ef\u96be\u4e0d\u5012Devin\u3002\u5b83\u4f1a\u81ea\u4e3b\u67e5\u770b\u82f1\u4f1f\u8fbe\u73af\u5883\uff0c\u5e76\u627e\u51fa\u5982\u4f55\u91cd\u65b0\u5b89\u88c5\u8f6f\u4ef6\u5305\u8ba9\u5176\u6210\u529f\u8fd0\u884c\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0c\u6a21\u578b\u8bad\u7ec3\u5f00\u59cb\u8fdb\u884c\u4e86\u3002<\/p>\n

\u53ef\u4ee5\u770b\u5230\u635f\u5931\u7387\u6b63\u5728\u4e0b\u964d\uff0c\u7a0b\u5e8f\u5458\u7ed9\u51faDevin\u6b63\u5411\u53cd\u9988\uff1a\u300c\u505a\u7684\u4e0d\u9519\u300d\uff01<\/p>\n

\u5927\u7ea61\u5c0f\u65f6\u540e\uff0cDevin\u5df2\u7ecf\u987a\u5229\u5b8c\u6210\u51e0\u767e\u6b65\u8bad\u7ec3\uff0c\u4ecd\u5728\u8fdb\u884c\u4e2d…<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u89e3\u51b3\u5f00\u6e90\u4ee3\u7801\u5e93\u4e2d\u7684\u9519\u8bef\u548c\u529f\u80fd\u8bf7\u6c42<\/h3>\n

\u53ea\u8981\u7ed9\u51fa\u4e00\u4e2a\u6307\u5411GitHub\u95ee\u9898\u7684\u94fe\u63a5\uff0cDevin\u5c31\u4f1a\u6267\u884c\u6240\u9700\u7684\u6240\u6709\u8bbe\u7f6e\u548c\u4e0a\u4e0b\u6587\u6536\u96c6\u4e86\uff01<\/p>\n

\u8fd9\u4f4d\u53ebTony\u7684\u5de5\u7a0b\u5e08\uff0c\u60f3\u4e00\u6b21\u8fd0\u884c\u4e00\u5806\u547d\u4ee4\uff0c\u5e76\u4e14\u5e0c\u671b\u5728\u4e00\u4e2a\u5c4f\u5e55\u4e0a\u8ddf\u8e2a\u5b83\u4eec\u7684\u72b6\u6001\uff0c\u4e8e\u662f\u4ed6\u627e\u5230\u4e86\u4e00\u4e2a\u540d\u4e3aimpro\u7684\u5f00\u6e90\u5de5\u5177\uff0c\u5e0c\u671b\u6267\u884c\u8fd9\u4e2a\u64cd\u4f5c\u3002<\/p>\n

\u770b\u8d77\u6765\u867d\u7136impro\u5b8c\u6210\u4e86\u4efb\u52a1\uff0c\u4f46\u72b6\u6001\u592a\u6a21\u7cca\u4e86\u3002\u6839\u672c\u770b\u4e0d\u51fa\u6765\u7a76\u7adf\u54ea\u4e9b\u547d\u4ee4\u5931\u8d25\u4e86\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Tony\u60f3\u6539\u8fdb\u8fd9\u91cc\u7684\u7528\u6237\u4f53\u9a8c\uff0c\u4f46\u662f\u81ea\u5df1\u6839\u672c\u4e0d\u719f\u6089\u4ee3\u7801\uff0c\u4e8e\u662f\u4ed6\u60f3\u5230\u53bb\u6c42\u52a9Devin\u3002<\/p>\n

\u4ed6\u53d1\u73b0\u7f51\u4e0a\u6709\u4eba\u9762\u4e34\u540c\u6837\u7684\u95ee\u9898\uff0c\u6240\u4ee5\u4ed6\u628a\u8fd9\u4e2a\u95ee\u9898\u7684\u94fe\u63a5\u7ed9\u4e86Devin\uff0c\u8ba9\u5b83\u4fee\u590d\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

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\u5b83\u9996\u5148\u4f7f\u7528\u4e86Shell Deon CLS\u5b58\u50a8\u5e93\uff0c\u7136\u540e\u9605\u8bfb\u4e86\u81ea\u8ff0\u6587\u4ef6\u548c\u7f16\u8f91\u5668\uff0c\u4e86\u89e3\u4e86\u5b50\u4ee3\u7801\uff0c\u7136\u540e\uff0c\u5b83\u8fd4\u56deShell\uff0c\u5b89\u88c5\u4e86\u6240\u9700\u8981\u7684\u4f9d\u8d56\u9879\u3002\u53e6\u5916\uff0cDevin\u8fd8\u6253\u5f00\u4e86\u4e00\u4e2aWeb\u6d4f\u89c8\u5668\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u7136\u540e\uff0cDevin\u5c31\u5f00\u59cb\u7f16\u7801\u4e86\uff01<\/p>\n

\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u5b83\u751a\u81f3\u6253\u5f00\u4e86\u4e00\u4e9bR\u6587\u6863\u6765\u8c03\u8bd5\u7f16\u8bd1\u5668\u9519\u8bef\u3002\u6700\u540e\uff0c\u5b8c\u6210\u4e86\u4efb\u52a1\uff0c\u51fa\u4e86\u4e00\u4efd\u81ea\u5df1\u505a\u4e86\u54ea\u4e9b\u6539\u8fdb\u7684\u603b\u7ed3\u62a5\u544a\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u6240\u4ee5\uff0cDevin\u7684\u66f4\u6539\u6709\u6548\u5417\uff1fTony\u53d1\u73b0\uff0c\u5b83\u6210\u529f\u4e86\uff01\u7b2c\u4e09\u4e2a\u547d\u4ee4\u662f\u6210\u529f\u7684\uff0c\u4ed6\u751a\u81f3\u53ef\u4ee5\u770b\u5230\u72b6\u6001\u7801\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u4e3a\u6210\u719f\u7684\u751f\u4ea7\u5b58\u50a8\u5e93\u505a\u8d21\u732e\uff0c\u4fee\u590d\u7cfb\u7edf\u9519\u8bef<\/h3>\n

\u4e0b\u9762\u8fd9\u4e2a\u793a\u4f8b\uff0c\u662fSWE-BENCH\u57fa\u51c6\u6d4b\u8bd5\u7684\u4e00\u90e8\u5206\u3002Devin\u89e3\u51b3\u4e86Python\u4ee3\u6570\u7cfb\u7edf\u4e2d\u7684\u4e00\u4e2a\u9519\u8bef\u3002\u5b83\u4f1a\u81ea\u884c\u8bbe\u7f6e\u4ee3\u7801\u73af\u5883\u3001\u590d\u5236\u9519\u8bef\u3001\u81ea\u884c\u7f16\u7801\u3001\u6d4b\u8bd5\u4fee\u590d\u7a0b\u5e8f\uff01<\/p>\n

\u8fd9\u4f4d\u53ebNeil\u7684\u5f00\u53d1\u8005\uff0c\u5206\u4eab\u4e86Devin\u5e2e\u81ea\u5df1\u6539bug\u7684\u793a\u4f8b\u3002<\/p>\n

\u4ed6\u4e00\u76f4\u5728\u7528\u8fd9\u4e2a\u540d\u4e3aSenpai\u7684\u5b58\u50a8\u5e93\uff0c\u5b83\u662f\u4e00\u4e2a\u7528Python\u7f16\u5199\u7684\u4ee3\u6570\u7cfb\u7edf\u3002<\/p>\n

\u4f46Neil\u53d1\u73b0\uff0c\u53d6\u5206\u6570\u7684\u5bf9\u6570\u65f6\uff0c\u6211\u4eec\u4f1a\u5f97\u5230\u4e00\u4e2a\u65e0\u7a77\u5927\u7684Zoo\uff0c\u8fd9\u662f\u7edd\u5bf9\u4e0d\u53ef\u80fd\u7684\u3002<\/p>\n

\u4e8e\u662f\uff0c\u4ed6\u8bd5\u7740\u8ba9Devin\u6765\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Devin\u5728\u5b58\u50a8\u5e93\u4e2d\u590d\u73b0\u4e86Zoo\u7684\u95ee\u9898\u540e\uff0c\u968f\u540e\uff0c\u5b83\u627e\u51fa\u4e86\u4ee3\u7801\u4e2d\u6b63\u786e\u7684\u90a3\u90e8\u5206\uff0c\u6dfb\u52a0\u4e86print\u8bed\u53e5\uff0c\u4ee5\u4fbf\u627e\u51fa\u95ee\u9898\u539f\u56e0\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u53ef\u4ee5\u770b\u5230\uff0c\u539f\u56e0\u5c31\u5728\u4e8e\uff0c\u6574\u6570\u9664\u6cd5\u4f1a\u5f97\u52300\uff0c\u5c31\u5bfc\u81f4\u4e4b\u524d\u53d6\u4e860\u7684\u5bf9\u6570\u3002\u56e0\u6b64\uff0cDevin\u7528true\u9664\u6cd5\u66ff\u4ee3\u4e86\u6574\u6570\u9664\u6cd5\u3002<\/p>\n

\u968f\u540e\uff0c\u5b83\u5f00\u59cb\u6d4b\u8bd5\uff0c\u786e\u4fdd\u6ca1\u6709\u5176\u4ed6\u95ee\u9898\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5c31\u8fd9\u6837\uff0cDevin\u5e2eNeil\u8282\u7701\u4e86\u5927\u91cf\u7684\u65f6\u95f4\u3002<\/p>\n

<\/p>\n

\u80dc\u4efb\u81ea\u7531\u804c\u4e1a\u5e73\u53f0Upwork\u7684\u5de5\u4f5c<\/h3>\n

Cognition\u7684\u5f00\u53d1\u8005You\u8fd8\u8bd5\u7740\u5728\u5168\u7403\u6700\u5927\u7684\u7efc\u5408\u7c7b\u81ea\u7531\u804c\u4e1a\u5e73\u53f0Upwork\u4e0a\uff0c\u4e3aDevin\u63d0\u4f9b\u771f\u6b63\u7684\u5de5\u4f5c\u3002<\/p>\n

\u6ca1\u60f3\u5230\uff0c\u5b83\u7adf\u53ef\u4ee5\u5b8c\u5168\u80dc\u4efb\uff0c\u770b\u6765\u667a\u80fd\u4f53\u4e5f\u80fd\u51fa\u6765\u505a\u526f\u4e1a\u4e86……<\/p>\n

\u5728Upwork\u4e0a\uff0c\u4ed6\u9996\u5148\u6311\u9009\u4e86\u4e00\u4e2a\u300c\u7528\u8ba1\u7b97\u673a\u89c6\u89c9\u6a21\u578b\u505a\u63a8\u7406\u300d\u7684\u5de5\u4f5c\u3002<\/p>\n

\u5148\u6765\u770b\u770b\u8fd9\u4e2a\u4efb\u52a1\u7684\u8981\u6c42\uff1a<\/p>\n

– \u6211\u5e0c\u671b\u5229\u7528\u8be5\u8d44\u6e90\u5e93\u4e2d\u7684\u6a21\u578b\u8fdb\u884c\u63a8\u65ad\u3002\uff08https:\/\/github.com\/mahdi65\/roadDamageDetection2020\uff09<\/p>\n

– \u4f60\u7684\u4ea4\u4ed8\u6210\u679c\u5c06\u662f\u5173\u4e8e\u5982\u4f55\u5728AWS\u7684EC2\u5b9e\u4f8b\u4e2d\u8fdb\u884c\u64cd\u4f5c\u7684\u8be6\u7ec6\u8bf4\u660e\u3002<\/p>\n

– \u8bf7\u63d0\u4f9b\u4f60\u5b8c\u6210\u8fd9\u9879\u5de5\u4f5c\u7684\u8bc4\u4f30\u62a5\u544a\u3002\u6211\u4e0d\u4f1a\u56de\u590d\u6ca1\u6709\u8bc4\u4f30\u7684\u62a5\u544a\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u770b\u8d77\u6765\u5f88\u7b80\u5355\u4e00\u4e2a\u4efb\u52a1\uff0c\u4f46\u5f00\u53d1\u8005You\u8868\u793a\uff0c\u81ea\u5df1\u4e5f\u4e0d\u77e5\u9053\u5982\u4f55\u5f00\u59cb\u505a\u3002<\/p>\n

\u4f46\u662f\u4ea4\u7ed9Devin\uff0c\u8fd9\u4ef6\u4e8b\u5c31\u53d8\u5f97\u5bb9\u6613\u5f97\u591a\u4e86\u3002<\/p>\n

Devin\u6536\u5230\u8bf7\u6c42\u540e\uff0c\u5148\u5f00\u59cb\u8bbe\u7f6e\u4e86\u5b58\u50a8\u5e93\u3002\u7136\u540e\u8fd0\u884c\u4e2d\u53d1\u73b0\u4e86\u7248\u672c\u63a7\u5236\u95ee\u9898\uff0cDevin\u81ea\u4e3b\u5904\u7406\u5e76\u66f4\u65b0\u4e86\u4ee3\u7801\u3002<\/p>\n

\u7136\u540e\uff0cDevin\u7ee7\u7eed\u52a0\u8f7d\u5e76\u5bfc\u5165\u8f6f\u4ef6\u5305\u3002\u5b83\u8fd8\u4ece\u4e92\u8054\u7f51\u4e0a\u4e0b\u8f7d\u4e86\u56fe\u50cf\uff0c\u5e76\u8fd0\u884c\u6a21\u578b\u3002<\/p>\n

\u63a5\u4e0b\u6765\uff0cDevin\u518d\u6b21\u9047\u5230\u4e86\u95ee\u9898\u2014\u2014\u5173\u4e8e\u6253\u5370\u8c03\u8bd5\uff0c\u5b83\u81ea\u4e3b\u4fee\u590d\u4e86\u4ee3\u7801\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u6700\u540e\uff0cDevin\u5bf9\u6570\u636e\u7ed3\u679c\u8fdb\u884c\u62bd\u6837\uff0c\u5e76\u7f16\u5199\u51fa\u4e00\u4efd\u62a5\u544a\u3002<\/p>\n

\u5b83\u4f1a\u4e00\u4e9b\u6807\u6709\u635f\u574f\u9053\u8def\u6837\u672c\u7684\u56fe\u50cf\uff0c\u4ee5\u53ca\u8be6\u7ec6\u7684text\u6587\u6863\u3002<\/p>\n

<\/p>\n

13.86%\u6b63\u786e\u7387\uff0cDevin\u78be\u538bGPT-4\/Cluade 3<\/h2>\n

SWE-bench\u662f\u4e00\u4e2a\u8981\u6c42AI\u667a\u80fd\u4f53\u89e3\u51b3\u5f00\u6e90\u9879\u76ee\uff08\u4f8b\u5982Django\u548cscikit-learn\uff09\u4e2d\u5b9e\u9645GitHub\u95ee\u9898\u7684\u6d4b\u8bd5\u3002<\/p>\n

\u5728\u8bc4\u4f30\u4e2d\uff0cDevin\u80fd\u591f\u5b8c\u6574\u5730\u6b63\u786e\u5904\u740613.86%\u7684\u95ee\u9898\uff0c\u8fd9\u4e00\u6210\u7ee9\u5927\u5e45\u9886\u5148\u4e8e\u4e4b\u524d\u6280\u672f\u6c34\u5e73\u76841.96%\u3002<\/p>\n

\u5373\u4fbf\u662f\u5728\u63d0\u4f9b\u4e86\u5177\u4f53\u9700\u8981\u4fee\u6539\u7684\u6587\u4ef6\u60c5\u51b5\u4e0b\uff0c\u5148\u524d\u6700\u4f18\u79c0\u7684\u6a21\u578b\u4e5f\u4ec5\u80fd\u5904\u74064.80%\u7684\u95ee\u9898\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u534e\u4eba\u91d1\u724c\u7a0b\u5e8f\u5458\u56e2\u961f<\/h2>\n

Cognition AI\u8fd9\u5bb6\u6b63\u5728\u6539\u53d8\u4e16\u754c\u7684\u516c\u53f8\uff0c\u624d\u6b63\u5f0f\u6210\u7acb\u4e0d\u52302\u4e2a\u6708\uff0c\u4ec5\u670910\u540d\u5458\u5de5\uff0c\u5206\u6563\u5728\u7ebd\u7ea6\u3001\u7845\u8c37\uff0c\u4ee5\u53ca\u4e16\u754c\u5404\u5730\u7684Airbnb\u6c11\u5bbf\u4e2d\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5c31\u8fd9\u6837\u4e00\u4e2a\u8fde\u6b63\u5f0f\u529e\u516c\u573a\u5730\u90fd\u6ca1\u6709\u7684\u56e2\u961f\uff0c\u5374\u5df2\u7ecf\u4ece\u7845\u8c37\u5927\u4f6cPeter Thiel\u9886\u6295\u7684Funders Fund\u548c\u5176\u4ed6\u77e5\u540d\u7684\u6295\u8d44\u673a\u6784\u90a3\u91cc\u83b7\u5f97\u4e862100\u4e07\u7f8e\u5143\u7684\u6295\u8d44\uff0c\u5176\u4e2d\u8fd8\u5305\u62ec\u524d\u63a8\u7279\u9ad8\u7ba1Elad Gil\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5728\u5982\u6b64\u70b8\u88c2\u7684\u4ea7\u54c1\u7684\u80cc\u540e\uff0c\u56e2\u961f\u6210\u5458\u80cc\u666f\u66f4\u662f\u593a\u76ee\u8000\u773c\u3002<\/p>\n

Cognition AI\u7684\u6838\u5fc3\u521b\u59cb\u56e2\u961f\u5305\u62ec3\u4eba\uff1aCEO Scott Wu\uff0cCTO Steven Hao\uff0cCPO Walden Yan\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6280\u672f\u5b98Steven Hao<\/strong>\uff0c\u5728AI\u7cfb\u7edf\u65b9\u9762\u6709\u7740\u4e30\u5bcc\u7ecf\u9a8c\uff0c<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u4ed6\u4e8e2018\u5e74\u672c\u79d1\u6bd5\u4e1a\u4e8eMIT\u8ba1\u7b97\u673a\u548c\u6570\u5b66\u4e13\u4e1a\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

2018\u5e74\u52a0\u5165\u7531Alexandr Wang\u521b\u529e\u7684Scale AI\uff0c\u662f\u4e00\u540d\u8d44\u6df1\u7684AI\u7cfb\u7edf\u5de5\u7a0b\u5e08\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u4ea7\u54c1\u5b98Walden Yan<\/strong>\uff0c\u5728\u52a0\u5165Cognition AI\u4e4b\u524d\u4ed6\u8fd8\u662f\u54c8\u4f5b\u5927\u5b66\u7684\u4e00\u540d\u5728\u6821\u5927\u5b66\u751f\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u4f5c\u4e3a\u8ba1\u7b97\u673a\u548c\u7ecf\u6d4e\u4e13\u4e1a\u672c\u79d1\u5927\u56db\u5728\u8bfb\u7684\u5b66\u751f\uff0c\u7406\u8bba\u4e0a\u5e94\u8be5\u4eca\u5e74\u672c\u79d1\u6bd5\u4e1a\u3002<\/p>\n

\u4f46\u5b9e\u9645\u60c5\u51b5\u5374\u5904\u5728\u300c\u4fdd\u5bc6\u72b6\u6001\u300d\uff0c\u56e0\u4e3a\u4ed6\u8fd8\u6ca1\u6709\u544a\u8bc9\u7236\u6bcd\u81ea\u5df1\u8f8d\u5b66\u7684\u4e8b\u60c5\u3002\uff08\u624b\u52a8\u72d7\u5934\uff09<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u4ed6\u5728\u4e2a\u4eba\u7f51\u7ad9\u4e0a\uff0c\u5217\u51fa\u4e863\u4e2a\u81ea\u5df1\u8ba4\u4e3a\u6700\u4e3a\u91cd\u8981\u7684\u6210\u5c31\uff1a<\/p>\n

– \u662fMIT PRIMES Research\u56e2\u961f\u7684\u6210\u5458<\/p>\n

– \u5f97\u8fc7IOI\u91d1\u724c<\/p>\n

– \u521b\u7acbDeepReason\u5e76\u5f00\u53d1\u4e86\u4e00\u6b3e\u667a\u80fd\u533a\u5757\u94fe\u5ba1\u8ba1\u5de5\u5177<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u8054\u5408\u521b\u59cb\u4eba\u517c\u9996\u5e2d\u6267\u884c\u5b98Scott Wu<\/strong>\uff0c\u662f\u4e00\u540d\u8fde\u7eed\u521b\u4e1a\u8005\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u5728\u6210\u7acbCognition\u4e4b\u524d\uff0c\u4ed6\u66fe\u7ecf\u521b\u7acb\u4e86\u4e00\u4e2a\u7528AI\u9a71\u52a8\u7684\u793e\u4ea4\u7f51\u7edc\u5e73\u53f0Lunchclub\uff0c\u5e76\u4e14\u4e5f\u66fe\u5c31\u8bfb\u4e8e\u54c8\u4f5b\u5927\u5b66\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u4ed6\u7684\u5f1f\u5f1fNeal Wu\uff0c\u4e5f\u662f\u516c\u53f8\u7684\u5458\u5de5\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u5728\u52a0\u5165Cognition AI\u4e4b\u524d\u4e5f\u5728\u5305\u62ec\u8c37\u6b4c\u7b49\u591a\u5bb6\u516c\u53f8\u5de5\u4f5c\u8fc7\uff0c\u662f\u4e00\u540d\u7ecf\u9a8c\u4e30\u5bcc\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u548c\u9500\u552e\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u672c\u79d1\u540c\u6837\u6bd5\u4e1a\u4e8e\u54c8\u4f5b\u5927\u5b66\u8ba1\u7b97\u673a\u4e13\u4e1a\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u4ed6\u4eec\u5144\u5f1f\u4fe9\u5728\u975e\u5e38\u9752\u5e74\u65f6\u671f\u5c31\u53c2\u52a0\u4e86\u5f88\u591a\u56fd\u9645\u7f16\u7a0b\u6bd4\u8d5b\u548c\u79d1\u5b66\u5965\u8d5b\uff0c\u83b7\u5956\u65e0\u6570\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u4e0d\u4ec5\u5982\u6b64\uff0c\u56e2\u961f\u7684\u5176\u4ed6\u6210\u5458\uff0c\u4e5f\u90fd\u662f\u5927\u4f6c\u7ea7\u7684\u5b58\u5728\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u8fd8\u6709\u4e00\u4e2anobody\u3002<\/p>\n

\"\u56fe\u7247\"<\/p>\n

\u5176\u4e2d\uff0cAndrew He\u4ece6\u5e74\u7ea7\u5f00\u59cb\uff0c\u53c2\u52a0\u4e86\u5404\u79cd\u6570\u5b66\u7ade\u8d5b\u3002\u57282014\u5e74\u548c2015\u5e74\u7684\u56fd\u9645\u4fe1\u606f\u5b66\u5965\u6797\u5339\u514b\u5927\u8d5b\u4e0a\u83b7\u5f97\u4e862\u679a\u91d1\u724c\u3002<\/p>\n

\u4ed6\u5c31\u8bfb\u4e8eMIT\uff0c\u5e76\u4e8e2019\u5e74\u6bd5\u4e1a\uff0c\u83b7\u5f97\u4e86\u6570\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u5b66\u58eb\u5b66\u4f4d\u3002<\/p>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

\u5982\u6b64\u4e30\u5bcc\u7684\u7f16\u7a0b\u7ade\u8d5b\u7ecf\u5386\uff0c\u5bf9\u4e8e\u4ed6\u4eec\u5f00\u53d1\u8fd9\u4e2a\u7f16\u7a0bAI\u667a\u80fd\u4f53\u6709\u7740\u975e\u5e38\u5927\u7684\u5e2e\u52a9\u3002<\/p>\n

\u4f17\u6240\u5468\u77e5\uff0c\u7f16\u7a0b\u7ade\u8d5b\u7684\u6838\u5fc3\u5c31\u662f\u8981\u8fc5\u901f\u51c6\u786e\u5730\u89e3\u51b3\u7f16\u7a0b\u96be\u9898\uff0c\u5f3a\u8c03\u5feb\u901f\u89e3\u51b3\u590d\u6742\u95ee\u9898\u7684\u80fd\u529b\uff0c\u800c\u4e14\u5bf9\u4e8e\u521b\u65b0\u7684\u89e3\u51b3\u95ee\u9898\u7684\u601d\u8def\u6709\u7740\u5f88\u9ad8\u7684\u8981\u6c42\u3002<\/p>\n

\u5728CEO Scott Wu\u770b\u6765\uff0c\u56e2\u961f\u72ec\u7279\u7684\u80cc\u666f\u8ba9\u4ed6\u4eec\u5728\u8fd9\u4e2a\u9886\u57df\u6709\u975e\u5e38\u5f3a\u5927\u7684\u4f18\u52bf\u3002<\/p>\n

\u5c06AI\u57f9\u517b\u6210\u7a0b\u5e8f\u5458\uff0c\u5b9e\u9645\u4e0a\u662f\u4e00\u4e2a\u590d\u6742\u7684\u7b97\u6cd5\u6311\u6218\uff0c\u8fd9\u9700\u8981AI\u7cfb\u7edf\u80fd\u591f\u505a\u51fa\u590d\u6742\u7684\u51b3\u7b56\uff0c\u5e76\u80fd\u9884\u89c1\u672a\u6765\u51e0\u6b65\uff0c\u4ece\u800c\u9009\u62e9\u6b63\u786e\u7684\u8def\u5f84\u3002<\/p>\n

\u8fd9\u51e0\u4e4e\u5c31\u662f\u6211\u4eec\u591a\u5e74\u6765\u4e00\u76f4\u5728\u5927\u8111\u8fdb\u884c\u7684\u4e00\u573a\u573a\u6bd4\u8d5b\u3002\u73b0\u5728\uff0c\u6211\u4eec\u9700\u8981\u7528AI\u7cfb\u7edf\u6765\u53c2\u52a0\u8fd9\u4e9b\u6bd4\u8d5b\u3002<\/p><\/blockquote>\n

\"\u56fe\u7247\"\u56fe\u7247<\/span><\/p>\n

Cognition AI\u9996\u6b3e\u4ea7\u54c1Devin\u7684\u6700\u5927\u7a81\u7834\u5728\u4e8e\u5927\u5927\u63d0\u5347\u8ba1\u7b97\u673a\u63a8\u7406\u548c\u89c4\u5212\u80fd\u529b\u3002<\/p>\n

\u5b83\u8981\u6c42AI\u7cfb\u7edf\u4e0d\u4ec5\u8981\u9884\u6d4b\u53e5\u5b50\u4e2d\u7684\u4e0b\u4e00\u4e2a\u8bcd\u6216\u4ee3\u7801\u884c\u7684\u4e0b\u4e00\u4e2a\u7247\u6bb5\uff0c\u8fd8\u80fd\u50cf\u4eba\u7c7b\u4e00\u6837\u8fdb\u884c\u601d\u8003\uff0c\u83b7\u5f97\u89e3\u51b3\u6700\u7ec8\u95ee\u9898\u6700\u4e3a\u5408\u7406\u7684\u65b9\u6cd5\u548c\u8def\u5f84\u3002<\/p>\n

\u800c\u884c\u4e1a\u5171\u8bc6\u4e5f\u8ba4\u4e3a\uff0cAI\u7684\u63a8\u7406\u548c\u89c4\u5212\u80fd\u529b\u5c06\u662fAI\u4e0b\u4e00\u6b65\u4ea7\u751f\u6700\u91cd\u8981\u7a81\u7834\u6700\u6709\u53ef\u80fd\u7684\u65b9\u5411\u3002<\/p>\n

Devin\u5728\u63a5\u53d7\u7528\u6237\u7528\u81ea\u7136\u8bed\u8a00\u63d0\u51fa\u7684\u4efb\u52a1\u4e4b\u540e\uff0c\u4e0d\u4ec5\u80fd\u591f\u81ea\u4e3b\u5f00\u59cb\u5de5\u4f5c\u5e76\u5b8c\u6210\u4efb\u52a1\uff0c\u8fd8\u4f1a\u5411\u7528\u6237\u62a5\u544a\u5176\u8ba1\u5212\uff0c\u5e76\u5b9e\u65f6\u5c55\u793a\u6b63\u5728\u4f7f\u7528\u7684\u547d\u4ee4\u548c\u4ee3\u7801\u3002<\/p>\n

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