{"id":787710,"date":"2026-05-27T14:46:07","date_gmt":"2026-05-27T06:46:07","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=787710"},"modified":"2026-05-27T14:46:07","modified_gmt":"2026-05-27T06:46:07","slug":"deepseek%e7%a0%94%e7%a9%b6%e5%91%98%e8%ae%a9ai%e8%87%aa%e5%b7%b1%e7%a0%94%e7%a9%b6%e8%87%aa%e5%b7%b1%ef%bc%81ai%e6%89%a7%e7%ac%9499%ef%bc%8c6%e5%a4%a9%e6%90%9e%e5%ae%9a45%e9%a1%b5%e8%ae%ba%e6%96%87","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=787710","title":{"rendered":"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587"},"content":{"rendered":"<p>\u4f5c\u8005 | \u7a0b\u831c<\/p>\n<p>\u7f16\u8f91 | \u674e\u6c34\u9752<\/p>\n<p>DeepSeek\u548cGPT\u5408\u4f53\u5199\u8bba\u6587\u4e86\uff01<\/p>\n<p>\u667a\u4e1c\u897f5\u670827\u65e5\u62a5\u9053\uff0c\u6628\u665a\uff0cDeepSeek\u8d44\u6df1\u7814\u7a76\u5458\u9648\u5fb7\u91cc\uff08Deli Chen\uff09\u653e\u51fa\u4e00\u7bc7\u4ed6\u548c<strong>Agent<\/strong>\u5408\u5199\u7684<strong>45\u9875<\/strong>\u8bba\u6587\uff0c\u5176\u4e2d<strong>99%\u5185\u5bb9\u90fd\u662fCodeAgent\u6240\u5199<\/strong>\u3002<\/p>\n<p>\u8bba\u6587\u9898\u76ee\u662f\u300a\u4eceCopilots\u5230\u540c\u4e8b\uff1a\u81ea\u4e3b\u79d1\u7814\u667a\u80fd\u4f53\u7efc\u8ff0\uff08From Copilots to Colleagues\uff1aA Survey of Autonomous Research Agents\uff09\u300b\uff0c\u4f5c\u8005\u662f\u9648\u5fb7\u91cc\u3001DeepSeek-V4-Pro\u3001GPT-Image2\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/2635269E16556CA29C1961F59BEF0E4F5AD8F6D6_size29_w902_h252.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p>\u9648\u5fb7\u91cc\u8fd8\u7279\u610f\u53d1\u4e86\u514d\u8d23\u58f0\u660e\uff1a\u8fd9\u7bc7\u8bba\u6587\u7edd\u975e\u4e25\u8c28\u5b66\u672f\u8bba\u6587\u3001\u4e0d\u4ee3\u8868\u4efb\u4f55\u516c\u53f8\u6216\u7ec4\u7ec7\u89c2\u70b9\uff0c\u53ea\u662f\u51fa\u4e8e\u5174\u8da3\u4ee5\u53ca\u987a\u4fbf\u6d4b\u8bd5\u4e0b\u4ed6\u642d\u5efa\u7684DeliAutoResearch\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/947A1B12163DCF677040B29D26EBB892A21B57C6_size94_w640_h735.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" 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href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u62c5\u4efb<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>AI\u7814\u7a76\u5458\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/A6D3C2397BFAE7562979EA11D1957CED0A6A39CD_size23_w640_h292.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p>\u8fd9\u7bc7\u8bba\u6587\u68b3\u7406\u4e86<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%9c%ba%e5%99%a8%e5%ad%a6%e4%b9%a0\" title=\"View all posts in \u673a\u5668\u5b66\u4e60\" target=\"_blank\" class=\"tag_link\">\u673a\u5668\u5b66\u4e60<\/a>\u3001\u8f6f\u4ef6\u5de5\u7a0b\u3001\u79d1\u5b66\u53d1\u73b0\u4e09\u5927\u9886\u57df\u5171\u8ba1105\u7bc7\u76f8\u5173\u6587\u732e\uff0c\u9648\u5fb7\u91cc\u79f0\u5df2\u7ecf\u5bf9\u8fd9\u4e9b\u6587\u732e\u8fdb\u884c\u4e86\u9a8c\u8bc1\u3002\u5176\u6838\u5fc3\u76ee\u7684\u662f\u4e3a\u80fd\u591f\u81ea\u4e3b\u5f00\u5c55\u7814\u7a76\u7684AI\u667a\u80fd\u4f53\u63d0\u4f9b\u7edf\u4e00\u7684\u5206\u6790\u6846\u67b6\uff0c\u4e3b\u8981\u6709\u56db\u9879\u7814\u7a76\u6210\u679c\uff1a<\/p>\n<p>1\u3001\u63d0\u51fa\u4e00\u5957<strong>\u4e94\u7ea7\u81ea\u4e3b\u80fd\u529b\u5206\u7ea7\u4f53\u7cfb\uff08L1\u2013L5\uff09<\/strong>\uff0c\u5c42\u7ea7\u4ece\u4ee3\u7801\u81ea\u52a8\u8865\u5168\u5ef6\u4f38\u81f3\u5b8c\u5168\u81ea\u4e3b\u5236\u5b9a\u7814\u7a76\u89c4\u5212\uff0c\u4e3a\u5404\u7c7b\u7cfb\u7edf\u7684\u754c\u5b9a\u4e0e\u5bf9\u6bd4\u63d0\u4f9b\u89c4\u8303\u7684\u672f\u8bed\u6807\u51c6\u3002<\/p>\n<p>2\u3001\u5256\u6790\u4e86<strong>\u56db\u5927\u4e3b\u6d41\u67b6\u6784\u6a21\u5f0f<\/strong>\uff1a\u5355\u667a\u80fd\u4f53\u5faa\u73af\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u3001\u5206\u5c42\u8c03\u5ea6\u7f16\u6392\u3001\u5de5\u5177\u589e\u5f3a\u6267\u884c\uff1b\u540c\u65f6\u642d\u5efa\u5bf9\u6bd4\u5206\u6790\u6846\u67b6\uff0c\u8bc4\u4f30\u5404\u7c7b\u67b6\u6784\u5728\u53ef\u6269\u5c55\u6027\u3001\u6210\u672c\u3001\u7a33\u5b9a\u6027\u53ca\u4eba\u5de5\u76d1\u7ba1\u65b9\u9762\u7684\u4f18\u52a3\u53d6\u820d\u3002<\/p>\n<p>3\u3001\u57fa\u4e8e\u516d\u7ef4\u7279\u5f81\u77e9\u9635\uff0c\u5bf917\u6b3e\u4e3b\u6d41\u7cfb\u7edf\u5c55\u5f00\u5206\u6790\u3002\u7814\u7a76\u7ed3\u679c\u8868\u660e\uff0c\u5f53\u524d\u524d\u6cbf\u7cfb\u7edf\u666e\u904d\u5904\u4e8eL4\u7ea7\u522b\uff08\u9650\u5b9a\u9886\u57df\u5185\u53ef\u5b8c\u6210\u591a\u6b65\u9aa4\u81ea\u4e3b\u6267\u884c\uff09\uff0c\u800c<strong>L5\u7ea7\u522b\u4ecd\u505c\u7559\u5728\u76ee\u6807\u6784\u60f3\u9636\u6bb5<\/strong>\u3002<\/p>\n<p>4\u3001\u68b3\u7406\u51fa<strong>\u516d\u5927\u6838\u5fc3\u5f85\u89e3\u96be\u9898<\/strong>\uff1a\u8ba4\u77e5\u6b7b\u5faa\u73af\u3001\u4e0a\u4e0b\u6587\u7a97\u53e3\u9650\u5236\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\u4ef7\u503c\u8bc4\u4f30\u3001\u7ed3\u679c\u53ef\u590d\u73b0\u6027\u3001\u5b89\u5168<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\u4e0e\u4f7f\u7528\u6210\u672c\uff0c\u5e76\u9488\u5bf9\u6bcf\u9879\u96be\u9898\u7ed9\u51fa\u5177\u4f53\u7814\u7a76\u65b9\u5411\u3002<\/p>\n<p>\u5176\u7814\u7a76\u5206\u6790\u53d1\u73b0\uff0c\u5b9e\u73b0L5\u7ea7\u81ea\u4e3b\u80fd\u529b\u7684\u6838\u5fc3\u74f6\u9888\u5e76\u975e\u6a21\u578b\u57fa\u7840\u6027\u80fd\uff0c\u800c\u662f\u5728\u4e8e\u957f\u6548\u77e5\u8bc6\u6c89\u6dc0\u3001\u53ef\u9760\u7684\u81ea\u6211\u8bc4\u4f30\u80fd\u529b\uff0c\u4ee5\u53ca\u5177\u5907\u7406\u8bba\u652f\u6491\u7684\u667a\u80fd\u4f53\u67b6\u6784\u89c4\u6a21\u5316\u65b9\u6848\u4e09\u5927\u96be\u70b9\u3002<\/p>\n<p>\u4e0d\u5c11\u5f00\u53d1\u8005\u7eb7\u7eb7\u5728\u9648\u5fb7\u91cc\u7684\u8bc4\u8bba\u533a\u4e0b\u9762\u6c42\u5f00\u6e90\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/F4EEA20ADC861FE4B4D3058FFC5C7EB9EB9E38AD_size39_w640_h274.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p>\u8bba\u6587\uff1ahttps:\/\/victorchen96.github.io\/auto_research_survey.pdf<\/p>\n<p><strong>\u4e00\u3001\u5f53\u524d\u7cfb\u7edf\u591a\u4e3a\u80fd\u72ec\u7acb\u4ea7\u51fa\u8bba\u6587\u7684L4\u7ea7\uff0c\u5df2\u6709\u7cfb\u7edf\u5c55\u73b0\u51faL5\u7ea7\u7279\u5f81<\/strong><\/p>\n<p>\u8bba\u6587\u5c06\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\u5b9a\u4e49\u4e3a\uff1a\u4e00\u7c7b\u8f6f\u4ef6\u7cfb\u7edf\uff0c\u5728\u63a5\u6536\u5230\u9ad8\u5c42\u7ea7\u7814\u7a76\u76ee\u6807\u540e\uff0c\u80fd\u591f\u72ec\u7acb\u6267\u884c\u79d1\u5b66\u63a2\u7a76\u7684\u8fed\u4ee3\u95ed\u73af\uff0c\u5305\u62ec\u5047\u8bbe\u751f\u6210\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u6267\u884c\u3001\u5206\u6790\u4e0e\u8fed\u4ee3\u4f18\u5316\uff0c\u4e14\u5728\u6267\u884c\u6d41\u7a0b\u4e2d\u4ec5\u9700\u6781\u5c11\u3001\u751a\u81f3\u5b8c\u5168\u65e0\u9700\u4eba\u5de5\u5e72\u9884\u3002<\/p>\n<p>\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\u7684\u4e94\u7ea7\u81ea\u4e3b\u80fd\u529b\u5206\u7ea7\u4f53\u7cfb\uff08L1\u2013L5\uff09\uff0c\u662f\u57fa\u4e8e\u4e24\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n<p>\u4e00\u662f\u667a\u80fd\u4f53\u53ef\u5bf9\u4ec0\u4e48\u5185\u5bb9\u72ec\u7acb\u505a\u51fa\u51b3\u7b56\uff0c\u4e8c\u662f\u667a\u80fd\u4f53\u5728\u65e0\u9700\u4eba\u5de5\u5ba1\u6838\u4ecb\u5165\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u6301\u7eed\u81ea\u4e3b\u8fd0\u884c\u591a\u4e45\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/70383EB7A1B448E1F5E65A6CB1356488CBDD045B_size65_w1042_h224.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p><strong>L1\u7684\u5178\u578b\u4ee3\u8868\u662fGitHub Copilot\u7b49\u4ee3\u7801\u8865\u5168\u5de5\u5177<\/strong>\uff0c\u8fd9\u4e00\u5c42\u7ea7\u4e2d\u667a\u80fd\u4f53\u53ef\u8fd0\u884c\u5355\u4e2atoken\u6216\u5355\u884c\u6587\u672c\uff0c\u6838\u5fc3\u80fd\u529b\u662f\u5bf9\u4eba\u7c7b\u64b0\u5199\u6587\u672c\u540e\u7eed\u5185\u5bb9\u7684\u9884\u6d4b\uff0c\u4e14\u4eba\u7c7b\u5b8c\u5168\u4e3b\u5bfc\u5185\u5bb9\u7684\u65b9\u5411\u3001\u7ed3\u6784\u4e0e\u6b63\u786e\u6027\u3002<\/p>\n<p>\u8bba\u6587\u4e2d\u63d0\u5230\uff0c\u4eceCodeX\u6f14\u5316\u800c\u6765\u7684\u4ee3\u7801\u8865\u5168\u6a21\u578b\uff0c\u5728\u53d7\u63a7\u7f16\u7801\u4efb\u52a1\u4e2d\u53ef\u5b9e\u73b030%-55%\u7684\u6548\u7387\u63d0\u5347\uff0c\u4f46\u65e0\u6cd5\u72ec\u7acb\u5b8c\u6210\u591a\u6b65\u9aa4\u76ee\u6807\u3002<\/p>\n<p><strong>L2\u7684\u4ee3\u8868\u662f\u5e26\u63d2\u4ef6\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u3001\u652f\u6301\u5de5\u5177\u8c03\u7528\u7684Claude\u7b49\u5bf9\u8bdd\u5f0fAI\u52a9\u624b<\/strong>\uff0c\u667a\u80fd\u4f53\u80fd\u591f\u5c06\u5b9a\u4e49\u6e05\u6670\u7684\u4efb\u52a1\u62c6\u89e3\u4e3a\u591a\u4e2a\u6b65\u9aa4\u5e76\u6267\u884c\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u8981\u4eba\u5de5\u7684\u663e\u5f0f\u6216\u9690\u5f0f\u5ba1\u6279\u3002<\/p>\n<p>\u5176\u80fd\u529b\u5305\u62ec\u7f51\u9875\u641c\u7d22\u3001\u4ee3\u7801\u6267\u884c\u3001\u4fe1\u606f\u6574\u5408\uff0c\u5168\u7a0b\u9700\u8981\u4eba\u7c7b\u5f15\u5bfc\u5bf9\u8bdd\u3001\u9a8c\u8bc1\u4e2d\u95f4\u7ed3\u679c\u3002<\/p>\n<p><strong>L3\u662f\u4ee3\u7801\u667a\u80fd\u4f53<\/strong>\uff0c\u8fd9\u4e4b\u4e2d\uff0c\u667a\u80fd\u4f53\u53ef\u81ea\u4e3b\u6267\u884c10-100\u4e2a\u8fde\u7eed\u52a8\u4f5c\uff0c\u4ec5\u5728\u9884\u8bbe\u7684\u68c0\u67e5\u70b9\u3001\u6216\u9047\u5230\u4e0d\u786e\u5b9a\u60c5\u51b5\u65f6\uff0c\u624d\u8bf7\u6c42\u4eba\u5de5\u5ba1\u6838\u3002\u5176\u80fd\u81ea\u4e3b\u67e5\u770b\u4ee3\u7801\u4ed3\u5e93\u3001\u7f16\u8f91\u6587\u4ef6\uff0c\u65e0\u9700\u4eba\u7c7b\u9010\u6b65\u9aa4\u5ba1\u6279\u3002<\/p>\n<p>L3\u4e0eL2\u7ea7\u7684\u6838\u5fc3\u533a\u522b\u5728\u4e8e\uff1a\u667a\u80fd\u4f53\u53ef\u81ea\u4e3b\u505a\u51fa\u51b3\u7b56\uff0c\u4f8b\u5982\u9009\u62e9\u7f16\u8f91\u54ea\u4e2a\u6587\u4ef6\u3001\u5982\u4f55\u4fee\u590d\u6d4b\u8bd5\u5931\u8d25\uff0c\u65e0\u9700\u9010\u6b65\u9aa4\u83b7\u5f97\u4eba\u5de5\u6279\u51c6\uff1b\u4eba\u7c7b\u4ec5\u4fdd\u7559\u76d1\u7763\u6743\u3002<\/p>\n<p><strong>L4\u7684\u4ee3\u8868\u662fAI Scientist\u7cfb\u7edf\u3001Devin\u3001SWE-Agent\u7b49<\/strong>\uff0c\u53ef\u81ea\u4e3b\u751f\u6210\u7814\u7a76\u601d\u8def\u3001\u64b0\u5199\u8bba\u6587\u3001\u8fd0\u884c\u5b9e\u9a8c\u3001\u4ea7\u51fa\u5b8c\u6574\u8bba\u6587\uff0c\u751a\u81f3\u5b8c\u6210\u81ea\u52a8\u5316\u540c\u884c\u8bc4\u5ba1\uff0c\u5168\u6d41\u7a0b\u65e0\u4eba\u5de5\u5e72\u9884\u3002<\/p>\n<p>\u8fd9\u4e00\u5c42\u7ea7\u7684\u667a\u80fd\u4f53\u63a5\u6536\u5230\u7814\u7a76\u76ee\u6807\u540e\uff0c\u53ef\u72ec\u7acb\u8fd0\u884c\u6570\u5c0f\u65f6\u81f3\u6570\u5929\uff0c\u5305\u62ec\u81ea\u4e3b\u4ece\u6545\u969c\u4e2d\u6062\u590d\u3001\u8fed\u4ee3\u4f18\u5316<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%ad%96%e7%95%a5\" title=\"View all posts in \u7b56\u7565\" target=\"_blank\" class=\"tag_link\">\u7b56\u7565<\/a>\u3001\u6700\u7ec8\u4ea7\u51fa\u5b8c\u6574\u7684\u7814\u7a76\u6210\u679c\u3002\u4eba\u7c7b\u4ec5\u9700\u8bc4\u4f30\u6700\u7ec8\u8f93\u51fa\u7ed3\u679c\uff0c\u65e0\u9700\u5168\u7a0b\u76d1\u7763\u6267\u884c\u8fc7\u7a0b\u3002<\/p>\n<p><strong>L5\u662f\u81ea\u4e3b\u80fd\u529b\u7684\u6700\u9ad8\u7b49\u7ea7<\/strong>\uff0c\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u6267\u884c\u7814\u7a76\u4efb\u52a1\uff0c\u8fd8\u80fd\u81ea\u4e3b\u9009\u62e9\u7814\u7a76\u95ee\u9898\u3001\u5728\u591a\u4e2a\u9879\u76ee\u95f4\u5206\u914d<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u3001\u57fa\u4e8e\u8fc7\u5f80\u6210\u679c\u6301\u7eed\u8fed\u4ee3\u3002<\/p>\n<p>\u5176\u7814\u7a76\u663e\u793a\u76ee\u524d\u5c1a\u65e0\u7cfb\u7edf\u8fbe\u5230\u8fd9\u4e00\u5c42\u7ea7\uff0c\u53ef\u81ea\u4e3b\u751f\u6210\u96be\u5ea6\u9012\u589e\u4efb\u52a1\u5b66\u4e60\u8bfe\u7a0b\u7684\u667a\u80fd\u4f53Voyager\uff0c\u53ef\u57fa\u4e8e\u8fc7\u5f80\u6210\u529f\u7a0b\u5e8f\u8fed\u4ee3\u53d1\u73b0\u65b0\u6570\u5b66\u6784\u9020\u7684\u667a\u80fd\u4f53FunSearch\u5df2\u7ecf\u5c55\u73b0\u51fa\u4e86L5\u7684\u90e8\u5206\u7279\u5f81\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/BBF137B6A947C906A9A1BCE2EA489CBFD7141D1A_size48_w640_h427.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p><strong>\u4e8c\u3001\u56db\u5927\u4e3b\u6d41\u67b6\u6784\u53ef\u9002\u914d\u4e0d\u540c\u5c42\u7ea7\u7cfb\u7edf<\/strong><\/p>\n<p>\u8bba\u6587\u5f52\u7eb3\u4e86\u56db\u5927\u4e3b\u6d41\u67b6\u6784\u6a21\u5f0f\uff1a\u5355\u667a\u80fd\u4f53\u5faa\u73af\uff08ReAct\/Reflexion\uff09\u3001\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff08MetaGPT\/AutoGen\uff09\u3001\u5206\u5c42\u7f16\u6392\uff08Supervisor-Worker\uff09\u3001\u5de5\u5177\u589e\u5f3a\u6267\u884c\uff08CodeAct\uff09\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/985381E43A1AFE493AA4C5A7C6257BFD75B1A96B_size30_w640_h459.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p><strong>\u5355\u667a\u80fd\u4f53\u5faa\u73af\uff08ReAct\/Reflexion\uff09<\/strong>\uff1a\u8fd9\u662f\u81ea\u4e3b\u667a\u80fd\u4f53\u4e2d\u6700\u7b80\u5355\u3001\u5e94\u7528\u6700\u5e7f\u6cdb\u7684\u57fa\u7840\u67b6\u6784\uff0c\u7531\u5355\u4e2a\u8bed\u8a00\u6a21\u578b\u8fed\u4ee3\u6267\u884c\u201c\u89c2\u5bdf\u73af\u5883\u2192\u63a8\u7406\u4e0b\u4e00\u6b65\u52a8\u4f5c\u2192\u6267\u884c\u52a8\u4f5c\u2192\u5438\u6536\u53cd\u9988\u201d\u7684\u95ed\u73af\u6d41\u7a0b\uff0c\u662f\u7edd\u5927\u591a\u6570L3-L4\u7ea7\u7cfb\u7edf\u7684\u6838\u5fc3\u67b6\u6784\u3002<\/p>\n<p>\u5c3d\u7ba1\u67b6\u6784\u8bbe\u8ba1\u7b80\u5355\uff0c\u4f46\u5b83\u662f\u7edd\u5927\u591a\u6570L3-L4\u7ea7\u7cfb\u7edf\u7684\u6838\u5fc3\u9aa8\u67b6\uff0c\u4e14\u5728\u63a8\u7406\u7b56\u7565\u4e0a\u5b58\u5728\u5927\u91cf\u53ef\u4f18\u5316\u3001\u53ef\u53d8\u5316\u7684\u7a7a\u95f4\uff0c\u9002\u914d\u6027\u6781\u5f3a\u3002<\/p>\n<p><strong>\u591a\u667a\u80fd\u4f53\u534f\u4f5c\uff08MetaGPT\/AutoGen\uff09<\/strong>\uff1a\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u53ef\u4ee5\u5c06\u4efb\u52a1\u8d23\u4efb\u62c6\u5206\u7ed9\u591a\u4e2a\u4e13\u4e1a\u5316\u667a\u80fd\u4f53\uff0c\u901a\u8fc7\u667a\u80fd\u4f53\u95f4\u7684\u901a\u4fe1\u4e0e\u534f\u4f5c\u5b8c\u6210\u76ee\u6807\u3002<\/p>\n<p><strong>\u5206\u5c42\u7f16\u6392\uff08Supervisor-Worker\uff09<\/strong>\uff1a\u968f\u7740\u4efb\u52a1\u590d\u6742\u5ea6\u4e0d\u65ad\u63d0\u5347\uff0c\u6241\u5e73\u5316\u7684\u591a\u667a\u80fd\u4f53\u901a\u4fe1\u6a21\u5f0f\u4f1a\u9010\u6e10\u5931\u6548\uff0c\u5206\u5c42\u7f16\u6392\u5f15\u5165\u4e86\u660e\u786e\u7684\u76d1\u7763\u7ba1\u63a7\u5173\u7cfb\uff1a\u7531\u4e00\u4e2a\u9ad8\u5c42\u76d1\u7763\u8005\u667a\u80fd\u4f53\u8d1f\u8d23\u62c6\u89e3\u4efb\u52a1\uff0c\u5c06\u5b50\u4efb\u52a1\u5206\u914d\u7ed9\u4e13\u4e1a\u5316\u7684\u6267\u884c\u8005\u667a\u80fd\u4f53\uff0c\u540c\u65f6\u76d1\u63a7\u4efb\u52a1\u8fdb\u5ea6\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u4ecb\u5165\u8c03\u6574\u3002<\/p>\n<p><strong>\u6700\u540e\u662f\u5de5\u5177\u589e\u5f3a\u6267\u884c\uff08CodeAct\uff09<\/strong>\uff1a\u8fd9\u662f\u81ea\u4e3b\u7814\u7a76\u667a\u80fd\u4f53\u7684\u6838\u5fc3\u6807\u5fd7\u6027\u7279\u5f81\uff0c\u662f\u5176\u4e0e\u5916\u90e8\u5de5\u5177\u3001\u5916\u90e8\u73af\u5883\u4ea4\u4e92\u7684\u80fd\u529b\u3002\u5de5\u5177\u589e\u5f3a\u6267\u884c\u5c06\u8bed\u8a00\u6a21\u578b\u4ece\u88ab\u52a8\u7684\u6587\u672c\u751f\u6210\u5668\uff0c\u8f6c\u53d8\u4e3a\u8ba1\u7b97\u4e0e\u7269\u7406\u5de5\u4f5c\u6d41\u4e2d\u7684\u53c2\u4e0e\u8005\uff0c\u518d\u52a0\u4e0a\u5176\u53ef\u4ee5\u5916\u63a5\u4ee3\u7801\u3001\u5b9e\u9a8c\u3001\u7f51\u9875\uff0c\u80fd\u529b\u4e0a\u9650\u6700\u9ad8\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/res\/2026\/8141DD4AAB341BCC4423A7E273477CDFDE611F7C_size21_w640_h433.jpg\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"DeepSeek\u7814\u7a76\u5458\u8ba9AI\u81ea\u5df1\u7814\u7a76\u81ea\u5df1\uff01AI\u6267\u7b1499%\uff0c6\u5929\u641e\u5b9a45\u9875\u8bba\u6587\"  \/><\/p>\n<p>\u603b\u7684\u6765\u770b\uff0cL2\u7ea7\u7cfb\u7edf\u7528\u7b80\u5355\u7684\u5355\u667a\u80fd\u4f53\u5faa\u73af\u5373\u53ef\u9ad8\u6548\u8fd0\u884c\uff0cL3\u7ea7\u7cfb\u7edf\u91c7\u7528Reflexion\uff0c\u53ef\u5929\u7136\u5d4c\u5165\u68c0\u67e5\u70b9\u673a\u5236\uff0c\u6536\u76ca\u6700\u5927\uff0cL4\u7ea7\u7cfb\u7edf\u901a\u5e38\u9700\u8981\u5206\u5c42\u7f16\u6392\u67b6\u6784\uff0c\u642d\u914d\u81ea\u4e3b\u8fed\u4ee3\u4f18\u5316\uff0c\u624d\u80fd\u5728\u957f\u65f6\u95f4\u81ea\u4e3b\u8fd0\u884c\u4e2d\u7ef4\u6301\u8f93\u51fa\u8d28\u91cf\uff0c\u7406\u8bba\u4e0a\u7684L5\u7ea7\u7cfb\u7edf\u5927\u6982\u7387\u9700\u8981\u5177\u5907\u81ea<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%87%8d%e7%bb%84\" title=\"View all posts in \u91cd\u7ec4\" target=\"_blank\" 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