{"id":8040,"date":"2026-01-07T06:04:00","date_gmt":"2026-01-06T21:04:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=8040"},"modified":"2026-01-04T20:16:23","modified_gmt":"2026-01-04T11:16:23","slug":"figure-it-out-improving-the-frontier-of-reasoning-with-active-visual-thinking","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=8040","title":{"rendered":"Figure It Out: Improving the Frontier of Reasoning with Active Visual Thinking"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Figure It Out: Improving the Frontier of Reasoning with Active Visual Thinking\u00a0<\/strong>[53.8]<br>\u8907\u96d1\u306a\u63a8\u8ad6\u554f\u984c\u306f\u3001\u30c6\u30ad\u30b9\u30c8\u306b\u660e\u793a\u7684\u306b\u30a8\u30f3\u30b3\u30fc\u30c9\u3055\u308c\u3066\u3044\u306a\u3044\u6697\u9ed9\u306e\u7a7a\u9593\u7684\u3001\u5e7e\u4f55\u5b66\u7684\u3001\u69cb\u9020\u7684\u95a2\u4fc2\u3092\u542b\u3080\u3053\u3068\u304c\u591a\u3044\u3002 FIGR\u3092\u5c0e\u5165\u3057\u3001\u30a8\u30f3\u30c9\u30c4\u30fc\u30a8\u30f3\u30c9\u306e\u5f37\u5316\u5b66\u7fd2\u3092\u901a\u3057\u3066\u3001\u30a2\u30af\u30c6\u30a3\u30d6\u306a\u8996\u899a\u7684\u601d\u8003\u3092\u591a\u30bf\u30fc\u30f3\u63a8\u8ad6\u306b\u7d71\u5408\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2512.24297v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2512.24297v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 30 Dec 2025 15:39:11 GMT)<\/li>\n\n\n\n<li>\u300cOur core idea is to embed visual construction into a model\u2019s reasoning trajectory. Concretely, for each problem input, FIGR enters a multi-turn reasoning loop in which it can interleave pure textual rea- soning and executable code to generate diagrams &#8211; much like a human drawing intermediate sketches while reasoning.\u300d\u3068\u3044\u3046\u30a2\u30d7\u30ed\u30fc\u30c1\u306b\u3088\u308b\u63a8\u8ad6\u904e\u7a0b\u3067\u306e\u56f3\u5f62\u30c7\u30fc\u30bf\u306e\u6d3b\u7528\u624b\u6cd5\u306e\u63d0\u6848\u3002<\/li>\n\n\n\n<li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/chenmeiqii\/FIGR\">GitHub &#8211; chenmeiqii\/FIGR: Official implementation of &#8220;Figure It Out: Improve the Frontier of Reasoning with Active Visual Thinking&#8221;<\/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":[251],"class_list":["post-8040","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-mllm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8040","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=8040"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8040\/revisions"}],"predecessor-version":[{"id":8041,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/8040\/revisions\/8041"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=8040"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=8040"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=8040"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}