{"id":5309,"date":"2024-08-19T04:36:00","date_gmt":"2024-08-18T19:36:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=5309"},"modified":"2024-08-19T04:36:00","modified_gmt":"2024-08-18T19:36:00","slug":"the-ai-scientist-towards-fully-automated-open-ended-scientific-discovery","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=5309","title":{"rendered":"The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery\u00a0<\/strong>[14.5]<br>\u672c\u7a3f\u3067\u306f,\u5b8c\u5168\u81ea\u52d5\u79d1\u5b66\u7684\u767a\u898b\u306e\u305f\u3081\u306e\u6700\u521d\u306e\u5305\u62ec\u7684\u67a0\u7d44\u307f\u306b\u3064\u3044\u3066\u8ff0\u3079\u308b\u3002 \u6211\u3005\u306f\u3001\u65b0\u3057\u3044\u7814\u7a76\u30a2\u30a4\u30c7\u30a2\u3092\u751f\u6210\u3057\u3001\u30b3\u30fc\u30c9\u3092\u66f8\u304d\u3001\u5b9f\u9a13\u3092\u5b9f\u884c\u3057\u3001\u7d50\u679c\u3092\u8996\u899a\u5316\u3057\u3001\u305d\u306e\u7d50\u679c\u3092\u8aac\u660e\u3059\u308bThe AI Scientist\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002 \u539f\u5247\u3068\u3057\u3066\u3001\u3053\u306e\u30d7\u30ed\u30bb\u30b9\u306f\u3001\u4eba\u9593\u306e\u79d1\u5b66\u30b3\u30df\u30e5\u30cb\u30c6\u30a3\u306e\u3088\u3046\u306b\u884c\u52d5\u3057\u306a\u304c\u3089\u3001\u30aa\u30fc\u30d7\u30f3\u306a\u65b9\u6cd5\u3067\u30a2\u30a4\u30c7\u30a2\u3092\u53cd\u5fa9\u7684\u306b\u767a\u5c55\u3055\u305b\u308b\u3053\u3068\u304c\u3067\u304d\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2408.06292v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2408.06292v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Mon, 12 Aug 2024 16:58:11 GMT)<\/li>\n\n\n\n<li>Sakana AI\u304c\u95a2\u308f\u308b\u79d1\u5b66\u8005\u7684\u81ea\u7acb\u578b\u30a8\u30fc\u30b8\u30a7\u30f3\u30c8\u3002\u300cEach idea is implemented and developed into a full paper at a meager cost of less than $15 per paper, illustrating the potential for our framework to democratize research and significantly accelerate scientific progress.\u300d\u3068\u306e\u3053\u3068\u3002\u30b3\u30fc\u30c9\u306a\u3069\u304c\u516c\u958b\u3055\u308c\u3066\u3044\u308b\u306e\u304c\u3059\u3054\u3044\u3002\u300cFrom manual inspection, we find that Claude Sonnet 3.5 consistently produces the highest quality papers, with GPT-4o coming in second.\u300d\u3068\u3044\u3046\u8a18\u8f09\u3084\u3001Common Failure Modes\u3082\u53c2\u8003\u306b\u306a\u308b\u3002<\/li>\n\n\n\n<li>\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u306b\u95a2\u3057\u3066\u306f\u306a\u304b\u306a\u304b\u5224\u65ad\u304c\u96e3\u3057\u3044\u3068\u3044\u3046\u5370\u8c61\u3060\u304c\u3001\u8a2d\u5b9a\u3092\u5c11\u3057\u5909\u3048\u305f\u7814\u7a76\u3092\u5927\u91cf\u306b\u3084\u3089\u305b\u3066\u307f\u308b\u306a\u3069\u3001\u6d3b\u7528\u53ef\u80fd\u6027\u306f\u3042\u308b\u304b\u3082\u3057\u308c\u306a\u3044\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/SakanaAI\/AI-Scientist\">GitHub &#8211; SakanaAI\/AI-Scientist: The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery \ud83e\uddd1\u200d\ud83d\udd2c<\/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":[42],"class_list":["post-5309","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-autonomous-agent"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5309","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=5309"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/5309\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=5309"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=5309"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=5309"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}