{"id":10087,"date":"2026-07-10T03:52:41","date_gmt":"2026-07-09T19:52:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/scireasoner\/"},"modified":"2026-07-10T03:52:41","modified_gmt":"2026-07-09T19:52:41","slug":"scireasoner","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/scireasoner\/","title":{"rendered":"SciReasoner \u60f3\u628a\u79d1\u5b78\u63a8\u7406\u62c9\u56de\u7d50\u69cb\u672c\u8eab"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/07\/pasted-1f9d11cfa916.jpg\" alt=\"SciReasoner architecture overview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ea\u770b\u6587\u5b57\u53bb\u5224\u65b7\u86cb\u767d\u8cea\u529f\u80fd\u3001\u5206\u5b50\u53cd\u61c9\u6027\u6216\u6750\u6599\u6027\u8cea\uff0c\u7d93\u5e38\u6703\u6f0f\u6389\u771f\u6b63\u95dc\u9375\u7684\u7a7a\u9593\u7d50\u69cb\u3002SciReasoner\u5c6c\u65bc<strong>\u591a\u6a21\u614b scientific foundation model<\/strong>\uff0c\u91dd\u5c0d\u7684\u6b63\u662f\u9019\u500b\u843d\u5dee\uff1a\u628a protein structures\u30013D molecules\u3001crystals\u3001sequences\u3001formulas \u540c text \u8f49\u6210\u53ef\u5c0d\u7167\u7684 structure-aware evidence tokens\uff0c\u518d\u7528\u4f86\u505a scientific QA\u3001prediction\u3001classification \u540c generation\/design\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8207\u79d1\u5b78\u8cc7\u6599\u5148\u300c\u6587\u5b57\u5316\u300d\u518d\u4ea4\u7540\u5927\u578b\u8a9e\u8a00\u6a21\u578b\u8655\u7406\u7684\u505a\u6cd5\u4e0d\u540c\u3002\u4f5c\u8005\u660e\u78ba\u62bc\u6ce8 native structural reasoning\uff0c\u4fdd\u7559 Foldseek 3Di\u3001ConfSeq\u3001SLICES \u5462\u985e\u7d50\u69cb\u7de8\u78bc\uff0c\u4ee4\u6a21\u578b\u5514\u4fc2\u6de8\u4fc2\u8b80\u63cf\u8ff0\uff0c\u800c\u4fc2\u53ef\u4ee5\u6cbf\u4f4f residues\u3001fragments\u3001conformers \u751a\u81f3\u6676\u9ad4\u914d\u4f4d\u74b0\u5883\u53bb\u63a8\u7406\uff1b\u5b98\u7db2\u5c55\u793a\u7684 traces \u4ea6\u53cd\u6620\u51fa\uff0c\u9805\u76ee\u5e0c\u671b\u9023\u63a8\u7406\u8def\u5f91\u90fd\u53ef\u4ee5\u6aa2\u67e5\uff0c\u800c\u5514\u53ea\u4fc2\u8f38\u51fa\u7b54\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GitHub \u4e0a\u7684 models \u540c demo \u4ecd\u6a19\u793a\u70ba coming soon\u3002\u63db\u53e5\u8a71\u8aaa\uff0c\u773c\u524d\u8f03\u5408\u7406\u7684\u7406\u89e3\u65b9\u5f0f\u4fc2\u5148\u628a\u5b83\u7576\u6210\u7814\u7a76\u578b\u9805\u76ee\uff1a\u95b1\u8b80 benchmark\u3001\u770b\u6848\u4f8b traces\uff0c\u5224\u65b7\u5b83\u662f\u5426\u9069\u5408\u751f\u7269\u8cc7\u8a0a\u3001\u5316\u5b78\u8cc7\u8a0a\u6216\u6750\u6599 AI \u5718\u968a\u4e4b\u5f8c\u7684\u8a55\u6e2c\u8207\u6574\u5408\u65b9\u5411\uff0c\u800c\u5514\u4fc2\u5373\u523b\u4e0b\u8f09\u90e8\u7f72\u5230\u751f\u7522\u6d41\u7a0b\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5728 86 \u500b\u8a55\u6e2c\u4efb\u52d9\u5165\u9762\uff0c67 \u500b\u505a\u5230 state-of-the-art\uff0c\u5c0d\u6bd4 generalist LLM baselines \u6709 75 \u500b\u4efb\u52d9\u8868\u73fe\u6700\u597d<\/li>\n<li>\u8207\u5df2\u767c\u8868\u7684 specialist \u65b9\u6cd5\u76f8\u6bd4\uff0c\u5728 33 \u7d44\u6bd4\u8f03\u5165\u9762\u6709 26 \u7d44\u6301\u5e73\u6216\u66f4\u597d<\/li>\n<li>\u7bc4\u570d\u5514\u53ea\u5316\u5b78\uff0c\u4ea6\u8986\u84cb proteins\u3001DNA\/RNA\u3001small molecules\u30013D molecular structures \u540c inorganic crystals<\/li>\n<li>traces \u53ef\u6aa2\u67e5\uff0c\u96d9\u76f2\u5c08\u5bb6\u8a55\u5206\u4e2d\uff0c\u8207 DeepSeek-V4-Pro \u76f8\u6bd4\u6709 98% \u5224\u65b7\u5c6c preferred \u6216 comparable<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u76f8\u95dc\u6a21\u578b\u65b9\u9762\uff0cSciReasoner\u4ee5 <strong>Qwen3-14B<\/strong> \u521d\u59cb\u5316\uff0c\u518d\u5c0d\u9f4a domain-native structural vocabularies\u3002\u5c0d\u9700\u8981\u8de8\u86cb\u767d\u8cea\u3001\u6838\u9178\u3001\u5206\u5b50\u540c\u6750\u6599\u505a\u7d71\u4e00\u63a8\u7406\u4ecb\u9762\u7684\u5718\u968a\uff0c\u5462\u500b\u65b9\u5411\u5e7e\u6709\u5438\u5f15\u529b\uff1b\u9650\u5236\u540c\u6a23\u660e\u986f\uff0c\u56e0\u70ba\u516c\u958b\u6a21\u578b\u8207\u53ef\u76f4\u63a5\u6e2c\u8a66\u7684 demo \u5c1a\u672a\u63d0\u4f9b\uff0c\u73fe\u968e\u6bb5\u66f4\u9069\u5408\u7576\u6210\u503c\u5f97\u8ffd\u8e64\u7684\u7814\u7a76\u9805\u76ee\uff0c\u800c\u5514\u4fc2\u53ef\u5373\u7528\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/scireasoner.github.io\/\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/SpectrAI-Initiative\/SciReasoner\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2607.07708\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u505a\u86cb\u767d\u8cea\u3001\u5206\u5b50\u540c\u6750\u6599\u63a8\u7406\uff0c\u53ea\u9760\u6587\u5b57\u5e8f\u5217\u5f80\u5f80\u5514\u5920\u3002SciReasoner\u628a3D\u7d50\u69cb\u76f4\u63a5\u8b8a\u6210\u53ef\u63a8\u7406\u8b49\u64da\uff0c\u91cd\u9ede\u662f\u7b54\u6848\u80cc\u5f8c\u7684\u79d1\u5b78\u7dda\u7d22\u90fd\u76e1\u91cf\u4fdd\u7559\u3002<\/p>\n","protected":false},"author":8,"featured_media":10086,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[133,185,163,164,147,132,144,119,76,189,198,199],"tags":[],"class_list":["post-10087","post","type-post","status-publish","format-standard","hentry","category-133","category-qwen","category-163","category-164","category-deepseek","category-3d","category-medical","category-119","category-76","category-189","category-198","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10087","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=10087"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/10087\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/10086"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=10087"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=10087"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=10087"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}