{"id":245566,"date":"2026-10-17T13:04:57","date_gmt":"2026-10-17T18:04:57","guid":{"rendered":"https:\/\/lifeboat.com\/blog\/2026\/10\/human-ai-team-reports-proof-for-a-decades-old-chaos-puzzle"},"modified":"2026-10-17T13:04:57","modified_gmt":"2026-10-17T18:04:57","slug":"human-ai-team-reports-proof-for-a-decades-old-chaos-puzzle","status":"publish","type":"post","link":"https:\/\/lifeboat.com\/blog\/2026\/10\/human-ai-team-reports-proof-for-a-decades-old-chaos-puzzle","title":{"rendered":"Human-AI team reports proof for a decades-old chaos puzzle"},"content":{"rendered":"<p><a class=\"aligncenter blog-photo\" href=\"https:\/\/lifeboat.com\/blog.images\/human-ai-team-reports-proof-for-a-decades-old-chaos-puzzle.webp\"><\/a><\/p>\n<p>Led by Great Bay University professor Xu Disheng, the researchers worked with Shanghai Artificial Intelligence Laboratory\u2019s Shusheng-S2 model. Across seven rounds of reasoning, the model explored multiple routes and generated detailed arguments. Researchers identified promising ideas, rejected dead ends and guided the next round of exploration.<\/p>\n<p>A separate Peking University team translated the paper\u2019s four main theorems into computer-checkable form. The proofs passed Lean, a system that checks mathematical reasoning step by step. Experts also confirmed that the formal statements matched those in the paper.<\/p>\n<p>The research has been posted as a preprint on arXiv, and the verification code is publicly available, allowing others to examine the work.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Led by Great Bay University professor Xu Disheng, the researchers worked with Shanghai Artificial Intelligence Laboratory\u2019s Shusheng-S2 model. Across seven rounds of reasoning, the model explored multiple routes and generated detailed arguments. Researchers identified promising ideas, rejected dead ends and guided the next round of exploration. A separate Peking University team translated the paper\u2019s four [\u2026]<\/p>\n","protected":false},"author":359,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2229,6],"tags":[],"class_list":["post-245566","post","type-post","status-publish","format-standard","hentry","category-mathematics","category-robotics-ai"],"_links":{"self":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/245566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/users\/359"}],"replies":[{"embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/comments?post=245566"}],"version-history":[{"count":0,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/posts\/245566\/revisions"}],"wp:attachment":[{"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/media?parent=245566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/categories?post=245566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/lifeboat.com\/blog\/wp-json\/wp\/v2\/tags?post=245566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}