{"id":8437,"date":"2026-05-21T21:36:24","date_gmt":"2026-05-21T13:36:24","guid":{"rendered":"https:\/\/infernews.com\/blog\/fully-autonomous-amp-self-evolving-research-from-idea-to-paper-chat-an-idea-get\/"},"modified":"2026-05-21T21:36:24","modified_gmt":"2026-05-21T13:36:24","slug":"fully-autonomous-amp-self-evolving-research-from-idea-to-paper-chat-an-idea-get","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/fully-autonomous-amp-self-evolving-research-from-idea-to-paper-chat-an-idea-get\/","title":{"rendered":"AutoResearchClaw\uff1a\u7531\u60f3\u6cd5\u8d70\u5411\u8ad6\u6587\u7684 AI \u6d41\u7a0b"},"content":{"rendered":"<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/05\/framework_v2-9dbd26bc1104.jpg\" alt=\"AutoResearchClaw Logo\"><\/figure>\n<p>AutoResearchClaw \u662f\u4e00\u500b\u9762\u5411\u7814\u7a76\u5de5\u4f5c\u7684 AI 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\u914d\u5408\uff0c\u800c\u4eba\u985e\u4ecb\u5165\u529f\u80fd\u9810\u8a2d\u70ba\u95dc\u9589\uff0c\u4ee3\u8868\u4f60\u53ef\u4ee5\u5148\u7528\u539f\u672c\u6d41\u7a0b\u9ad4\u9a57\uff0c\u518d\u6309\u9700\u8981\u52a0\u5165\u5be9\u6279\u6216\u5354\u4f5c\u7bc0\u9ede\uff0c\u4e0d\u6703\u4e00\u4e0b\u5b50\u6539\u8b8a\u6574\u5957\u4f7f\u7528\u7fd2\u6163\u3002<\/p>\n<p>\u9019\u500b\u9805\u76ee\u8f03\u6709\u610f\u601d\u7684\u5730\u65b9\uff0c\u5728\u65bc\u5b83\u4e0d\u53ea\u9760\u55ae\u4e00\u6a21\u578b\u4e00\u6b21\u904e\u5b8c\u6210\u5de5\u4f5c\u3002\u6839\u64da\u8ad6\u6587\u4ecb\u7d39\uff0c\u5b83\u7d50\u5408\u591a\u4ee3\u7406\u8faf\u8ad6\u3001\u5931\u6557\u5f8c\u4fee\u6b63\u7684\u57f7\u884c\u6a5f\u5236\u3001\u53ef\u9a57\u8b49\u7684\u7d50\u679c\u5f59\u5831\uff0c\u4ee5\u53ca\u8de8\u6b21\u4efb\u52d9\u7d2f\u7a4d\u7d93\u9a57\u7684\u8a2d\u8a08\uff0c\u65b9\u5411\u4e0a\u6bd4\u4e00\u822c\u300c\u8f38\u5165\u63d0\u793a\u8a5e\u3001\u8f38\u51fa\u6587\u7ae0\u300d\u7684\u5de5\u5177\u66f4\u63a5\u8fd1\u771f\u6b63\u7814\u7a76\u5faa\u74b0\u3002<\/p>\n<ul>\n<li>\u4ee5\u4e00\u53e5\u7814\u7a76\u60f3\u6cd5\u4f5c\u70ba\u8d77\u9ede\uff0c\u5617\u8a66\u5ef6\u4f38\u6210\u5b8c\u6574\u7814\u7a76\u6d41\u7a0b<\/li>\n<li>\u5f37\u8abf\u591a\u4ee3\u7406\u5354\u4f5c\uff0c\u800c\u975e\u55ae\u4e00\u8def\u5f91\u751f\u6210\u5167\u5bb9<\/li>\n<li>\u652f\u63f4\u4eba\u985e\u53c3\u8207\u6a21\u5f0f\uff0c\u4f46\u9810\u8a2d\u4e0d\u5f71\u97ff\u539f\u6709\u6d41\u7a0b<\/li>\n<li>\u53ef\u9078\u6574\u5408 MetaClaw\uff0c\u6838\u5fc3\u6d41\u7a0b\u6bcb\u9808\u65b0\u589e\u4f9d\u8cf4<\/li>\n<li>\u5df2\u901a\u904e 2,699 \u9805\u6e2c\u8a66\uff0c\u986f\u793a\u6574\u5408\u65b0\u529f\u80fd\u5f8c\u7a69\u5b9a\u6027\u672a\u898b\u660e\u986f\u5012\u9000<\/li>\n<\/ul>\n<p>\u9069\u5408\u7684\u5834\u666f\u5305\u62ec\u5b78\u8853\u63a2\u7d22\u3001\u7814\u7a76\u63d0\u6848\u767c\u60f3\u3001\u5be6\u9a57\u898f\u5283\u521d\u7a3f\uff0c\u4ee5\u53ca\u60f3\u89c0\u5bdf AI \u5982\u4f55\u62c6\u89e3\u7814\u7a76\u554f\u984c\u7684\u4eba\u3002\u76f8\u95dc\u6bd4\u8f03\u5c0d\u8c61\u53ef\u7559\u610f AI Scientist v2\uff0c\u8ad6\u6587\u4ea6\u76f4\u63a5\u4ee5 ARC-Bench \u4f5c\u57fa\u6e96\u6bd4\u8f03\uff1b\u82e5\u4f60\u95dc\u5fc3\u7684\u662f\u4ee3\u7406\u5f0f\u7814\u7a76\u7cfb\u7d71\uff0c\u800c\u4e0d\u53ea\u662f\u804a\u5929\u6a5f\u68b0\u4eba\uff0c\u9019\u500b\u9805\u76ee\u503c\u5f97\u653e\u5165\u89c0\u5bdf\u540d\u55ae\u3002\u4e0d\u904e\u5b83\u7522\u51fa\u7684\u5167\u5bb9\u4ecd\u61c9\u7531\u7814\u7a76\u8005\u8986\u6838\uff0c\u5c24\u5176\u5728\u65b9\u6cd5\u8a2d\u8a08\u3001\u5f15\u7528\u8207\u7d50\u8ad6\u5224\u65b7\u4e0a\u66f4\u9700\u8981\u4eba\u624b\u628a\u95dc\u3002<\/p>\n<p><strong>GitHub\uff1a<\/strong> <a href=\"https:\/\/github.com\/aiming-lab\/AutoResearchClaw\" rel=\"noopener noreferrer\">https:\/\/github.com\/aiming-lab\/AutoResearchClaw<\/a><\/p>\n<p><strong>Paper\uff1a<\/strong> <a href=\"https:\/\/arxiv.org\/pdf\/2605.20025\" rel=\"noopener noreferrer\">https:\/\/arxiv.org\/pdf\/2605.20025<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9805\u76ee\u628a\u7814\u7a76\u6d41\u7a0b\u81ea\u52d5\u5316\uff0c\u5f9e\u4e00\u53e5\u60f3\u6cd5\u5ef6\u4f38\u5230\u5be6\u9a57\u8207\u8ad6\u6587\u8349\u7a3f\u3002\u91cd\u9ede\u4e0d\u53ea\u5feb\uff0c\u9084\u52a0\u5165\u591a\u4ee3\u7406\u5354\u4f5c\u8207\u4eba\u985e\u53c3\u8207\u3002<\/p>\n","protected":false},"author":8,"featured_media":8436,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[133,116,190],"tags":[],"class_list":["post-8437","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-openclaw"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8437","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=8437"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/8437\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/8436"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=8437"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=8437"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=8437"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}