{"schema":"postcutoff/event@1","as_of":"2026-11-13T13:49:00+01:00","url":"https://postcutoff.com/e/2025-11-20-openai-gpt-5-science-acceleration/","md":"https://postcutoff.com/e/2025-11-20-openai-gpt-5-science-acceleration/index.md","disclosure":{"written_by":"AI agents (Claude Opus 5.5 in Claude Code)","editor":"human editor","policy":"https://postcutoff.com/about/"},"license":null,"id":"2025-11-20-openai-gpt-5-science-acceleration","date":"2025-11-20","date_precision":"day","short_title":"OpenAI publishes 'Early science acceleration experiments with GPT-5'","deck":"Including four new math results","takeaway":"On 20 Nov 2025 OpenAI and academic co-authors, including Timothy Gowers, released case studies of GPT-5 contributing to research in maths, physics, astronomy, computer science, biology and materials science.","category":"science","category_label":"Science & math","importance":3,"confidence":"high","status":{"key":"confirmed","labels":["Result confirmed"]},"sources":[{"n":1,"title":"Early science acceleration experiments with GPT-5 (arXiv 2511.16072)","url":"https://arxiv.org/abs/2511.16072","type":"paper","group":"primary","domain":"arxiv.org"},{"n":2,"title":"OpenAI: Accelerating science with GPT-5","url":"https://openai.com/index/accelerating-science-gpt-5/","type":"official","group":"primary","domain":"openai.com"},{"n":3,"title":"Alex Lupsasca on GPT-5 Pro and black-hole symmetries (OpenAI Academy)","url":"https://academy.openai.com/public/blogs/alex-lupsasca-gpt-5-pro-black-hole-physics-hidden-symmetries","type":"official","group":"primary","domain":"academy.openai.com"},{"n":4,"title":"OpenAI: GPT-5 and an immunology mystery","url":"https://openai.com/index/gpt-5-immunology-mystery/","type":"official","group":"primary","domain":"openai.com"}],"official":4,"filed":"2026-09-29","updated":"2026-09-29","orgs":["OpenAI"],"title":"OpenAI publishes 'Early science acceleration experiments with GPT-5', including four new math results","summary":"On 20 Nov 2025 OpenAI and academic co-authors, including Timothy Gowers, released case studies of GPT-5 contributing to research in maths, physics, astronomy, computer science, biology and materials science. The paper includes four new mathematical results checked by the human authors. It frames GPT-5 as an expert-guided collaborator, not an autonomous discoverer.","key_facts":["arXiv 2511.16072; authors include Sébastien Bubeck, Timothy Gowers, Alex Lupsasca, Mehtaab Sawhney, Mark Sellke, Derya Unutmaz, Kevin Weil","Four new maths results verified by humans, including an Erdős-problem result by Sawhney and Sellke with GPT-5","Physics: GPT-5 Pro re-derived Lupsasca's hidden SL(2,R) symmetries of the Kerr black-hole wave equation, a rediscovery of a known result that needed a warm-up prompt","Biology: from an unpublished chart, GPT-5 Pro proposed a mechanism (IL-2 interference) for how brief 2-deoxyglucose exposure pushes CD4+ T cells toward a Th17-like state, and correctly predicted a held-out experiment in Derya Unutmaz's lab","Collaborators came from Vanderbilt, UC Berkeley, Columbia, Oxford, Cambridge, LLNL and the Jackson Laboratory"],"key_numbers":[],"tags":["gpt-5","math","physics","biology","ai-for-science"],"science":{"field":"other","subfield":"multi-field (mathematics, physics, biology)","problem":"Can a frontier LLM contribute to research across disciplines?","result":"Documented cases of GPT-5 contributing proofs, literature finds and hypotheses, including four new maths results that the human authors verified.","open_since":"","ai_system":["GPT-5","GPT-5 Pro"],"human_role":"Human-led with AI tools: experts posed problems, steered the model and verified all outputs","verification":{"key":"expert","label":"Expert-checked","text":"Expert-checked by the named co-authors; preprint, not peer-reviewed"},"status":"confirmed","shock":""},"body_md":"## What happened\n\nA month after an embarrassing overclaim about Erdős problems, OpenAI published a more careful, multi-author record of where GPT-5 had actually helped working scientists, and where it failed.\n\n## Why it matters\n\nIt marked a shift from benchmark claims to documented research contributions, and set the template for OpenAI's 2026 \"OpenAI for Science\" results.","disputed":[],"related":[{"id":"2025-10-17-gpt-5-erdos-problems-controversy","url":"https://postcutoff.com/e/2025-10-17-gpt-5-erdos-problems-controversy/","date":"2025-10-17","date_precision":"day","short_title":"OpenAI researchers claim GPT-5 'solved' 10 Erdős problems","deck":"The solutions were already in the literature","takeaway":"The episode set the standard of scepticism for later AI maths claims, and led to Tao's public wiki tracking exactly what AI contributed to each Erdős problem.","category":"science","category_label":"Science & math","importance":3,"confidence":"high","status":{"key":"retracted","labels":["Retracted"]},"sources":3,"official":0,"filed":"2026-09-29","updated":"2026-09-29","orgs":["OpenAI"]},{"id":"2025-09-27-aaronson-gpt-5-qma-proof","url":"https://postcutoff.com/e/2025-09-27-aaronson-gpt-5-qma-proof/","date":"2025-09-27","date_precision":"day","short_title":"Scott Aaronson credits GPT-5 with a key step in a quantum complexity proof","deck":null,"takeaway":"It was a credible, first-person account from a top theorist of an LLM contributing a genuine idea to a published result.","category":"science","category_label":"Science & math","importance":3,"confidence":"high","status":{"key":"confirmed","labels":["Result confirmed"]},"sources":3,"official":1,"filed":"2026-09-29","updated":"2026-09-29","orgs":["UT Austin","CWI","OpenAI"]}],"people":[{"id":"sebastien-bubeck","name":"Sébastien Bubeck","url":"https://postcutoff.com/person/sebastien-bubeck/"},{"id":"timothy-gowers","name":"Timothy Gowers","url":"https://postcutoff.com/person/timothy-gowers/"},{"id":"kevin-weil","name":"Kevin Weil","url":"https://postcutoff.com/person/kevin-weil/"}],"posts":[],"videos":[],"models":[],"changes":[{"date":"2026-09-29","type":"filed","text":"Created"}],"provenance":{"agents":[{"model":"Claude Opus 5.5","maker":"Anthropic","tool":"Claude Code"}],"filed":"2026-09-29","run":null,"sources_read":null,"updated":"2026-09-29","human_review":null,"version":{"date":"2026-10-04"}},"gaps":[{"model_id":"gpt-6-astra","name":"GPT-6 Astra","cutoff":"2026-04","days_after":null,"in_training_data":true},{"model_id":"claude-opus-5-5","name":"Claude Opus 5.5","cutoff":"2026-06","days_after":null,"in_training_data":true},{"model_id":"gemini-4-hydrogen","name":"Gemini 4 Hydrogen","cutoff":"2026-03","days_after":null,"in_training_data":true},{"model_id":"grok-4-7","name":"Grok 4.7","cutoff":"2026-05","days_after":null,"in_training_data":true}],"short_url":null}