{"id":7707,"date":"2025-11-03T05:22:00","date_gmt":"2025-11-02T20:22:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7707"},"modified":"2025-11-02T11:29:52","modified_gmt":"2025-11-02T02:29:52","slug":"a-survey-of-ai-scientists-surveying-the-automatic-scientists-and-research","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7707","title":{"rendered":"A Survey of AI Scientists: Surveying the automatic Scientists and Research"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of AI Scientists: Surveying the automatic Scientists and Research\u00a0<\/strong>[34.9]<br>\u4eba\u5de5\u77e5\u80fd\u306f\u3001\u8a08\u7b97\u6a5f\u5668\u304b\u3089\u79d1\u5b66\u77e5\u8b58\u306e\u81ea\u5f8b\u7684\u5275\u59cb\u8005\u3078\u3068\u5927\u304d\u304f\u79fb\u884c\u3057\u3066\u3044\u308b\u3002 \u672c\u8abf\u67fb\u3067\u306f, \u30a8\u30f3\u30c9\u30fb\u30c4\u30fc\u30fb\u30a8\u30f3\u30c9\u306e\u79d1\u5b66\u7684\u30d7\u30ed\u30bb\u30b9\u3092, \u6587\u732e\u30ec\u30d3\u30e5\u30fc, \u30a4\u30c7\u30aa\u30ed\u30ae\u30fc\u751f\u6210, \u5b9f\u9a13\u6e96\u5099, \u5b9f\u9a13\u5b9f\u65bd, \u79d1\u5b66\u8457\u4f5c, \u8ad6\u6587\u751f\u6210\u306b\u5206\u89e3\u3059\u308b, \u7d71\u5408\u3055\u308c\u305f6\u6bb5\u968e\u306e\u65b9\u6cd5\u8ad6\u7684\u67a0\u7d44\u307f\u3092\u7d39\u4ecb\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2510.23045v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2510.23045v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 27 Oct 2025 06:13:21 GMT)<\/li>\n\n\n\n<li>\u300cThis survey provides a systematic and comprehensive synthesis of this emerging domain by introducing a unified, six-stage methodological framework that deconstructs the scientific process into: Literature Review, Idea Generation, Experimental Preparation, Experimental Execution, Scientific Writing, and Paper Generation. Through this analytical lens, we systematically map and analyze dozens of seminal works from 2022 to late 2025, revealing a clear three-phase evolutionary trajectory.\u300d\u3068\u79d1\u5b66\u3078\u306eAI\u6d3b\u7528\u306b\u95a2\u3059\u308b\u30b5\u30fc\u30d9\u30a4\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/Mr-Tieguigui\/Survey-for-AI-Scientist\">GitHub &#8211; Mr-Tieguigui\/Survey-for-AI-Scientist: A comprehensive survey for AI Scientist.<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[223,387,623],"class_list":["post-7707","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-llm","tag-survey","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7707","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7707"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7707\/revisions"}],"predecessor-version":[{"id":7708,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7707\/revisions\/7708"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7707"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7707"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7707"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}