{"id":8346,"date":"2026-03-23T06:21:00","date_gmt":"2026-03-22T21:21:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8346"},"modified":"2026-03-21T14:28:03","modified_gmt":"2026-03-21T05:28:03","slug":"ai-can-learn-scientific-taste","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8346","title":{"rendered":"AI Can Learn Scientific Taste\u00a0"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>AI Can Learn Scientific Taste\u00a0<\/strong>[123.0]<br>\u5049\u5927\u306a\u79d1\u5b66\u8005\u306f\u3001\u79c1\u305f\u3061\u304c\u79d1\u5b66\u7684\u306a\u8da3\u5473\u3068\u547c\u3076\u3082\u306e\u3068\u5bc6\u63a5\u306b\u7d50\u3073\u3064\u3044\u3066\u3044\u308b\u3001\u5f37\u3044\u5224\u65ad\u3068\u5148\u898b\u6027\u3092\u6301\u3063\u3066\u3044\u308b\u3002 \u3053\u3053\u3067\u306f\u3001\u3053\u306e\u7528\u8a9e\u3092\u7528\u3044\u3066\u3001\u6f5c\u5728\u7684\u306a\u5f71\u97ff\u306e\u9ad8\u3044\u7814\u7a76\u30a2\u30a4\u30c7\u30a2\u3092\u5224\u65ad\u3057\u3001\u63d0\u6848\u3059\u308b\u80fd\u529b\u3092\u6307\u3059\u3002 \u6211\u3005\u306e\u7814\u7a76\u7d50\u679c\u306f\u3001AI\u304c\u79d1\u5b66\u7684\u55dc\u597d\u3092\u5b66\u7fd2\u3067\u304d\u308b\u3053\u3068\u3092\u793a\u3057\u3001\u4eba\u9593\u30ec\u30d9\u30eb\u306eAI\u79d1\u5b66\u8005\u306b\u5230\u9054\u3059\u308b\u305f\u3081\u306e\u91cd\u8981\u306a\u30b9\u30c6\u30c3\u30d7\u3092\u30de\u30fc\u30af\u3057\u3066\u3044\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2603.14473v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2603.14473v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Sun, 15 Mar 2026 16:31:51 GMT)<\/li>\n\n\n\n<li>\u300cGreat scientists possess not only technical skill but also strong judgement and foresight, qualities closely tied to what we call scientific taste [1, 2]. We use the term to refer to the capacity to judge and propose research ideas with high potential impact.\u300d\u3068\u306e\u3053\u3068\u3067\u3001\u79d1\u5b66\u7684\u306a\u30bb\u30f3\u30b9\u3092\u6301\u3063\u305fAI\u3092\u69cb\u7bc9\u3057\u3088\u3046\u3068\u3044\u3046\u53d6\u308a\u7d44\u307f\u3002\u3053\u3053\u3067\u306f\u300cwe use the term scientific taste to refer to the ability to judge and generate research ideas with high potential impact\u300d\u3067\u901a\u5e38\u4f7f\u308f\u308c\u3066\u3044\u308b\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2API\u3092\u8d85\u3048\u308b\u3053\u3068\u304c\u3067\u304d\u305f\u3068\u3044\u3046\u4e3b\u5f35\u3002\u9762\u767d\u3044\u304c\u3053\u306e\u624b\u306e\u5b9a\u7fa9\u306f\u96e3\u3057\u3044\u3002\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/tongjingqi\/AI-Can-Learn-Scientific-Taste\">GitHub &#8211; tongjingqi\/AI-Can-Learn-Scientific-Taste: We propose Reinforcement Learning from Community Feedback (RLCF), a training paradigm that uses large-scale community signals as supervision, and formulate scientific taste learning as a preference modeling and alignment problem. \u00b7 GitHub<\/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":[623],"class_list":["post-8346","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-623"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8346","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=8346"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8346\/revisions"}],"predecessor-version":[{"id":8347,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8346\/revisions\/8347"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8346"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8346"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8346"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}