{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Generative language modeling for automated theorem proving","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f","json_url":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f/signal.json","generated_at":"2026-06-08T15:46:54.057+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f","signal_json":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f/signal.json","source":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/talking","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","data_business":null},"answer_pack":{"answer":"OpenAI published Generative language modeling for automated theorem proving. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Generative language modeling for automated theorem proving | OpenAI September 7, 2020 Publication Generative language modeling for automated theorem proving Read paper.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","source_host":"openai.com","occurred_at":"2020-09-07T07:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","context":null},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"openai.com","source":"source"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/index/generative-language-modeling-for-automated-theorem-proving"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-08T15:46:54.057+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/talking/signals.json","topic_feed":"https://onlylabs.fyi/topics/talking/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","evidence_focus":["post title","source URL","captured page text","HN traction","linked model or paper references","publication date"],"extraction_questions":["Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Which writing reframes a recent release, model, hiring wave, or policy stance?","Which posts mention data, evals, infrastructure, safety, or deployment workflows?"],"signal_questions":["What public theme, launch framing, or research direction does this writing signal expose?","Which themes are labs choosing to explain publicly?","Which posts are attracting outside discussion?","Do the 6 related writing signals show a repeated pattern?"],"output_fields":["org","theme","public_framing","traction","data_business_lane","evidence_url"],"data_business_relevance":"Public writing supplies the narrative layer over raw signals and helps identify which frontier-lab priorities are becoming externally legible.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f/signal.json","required":true},{"label":"source","url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/talking/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze OpenAI's writing signal \"Generative language modeling for automated theorem proving\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Generative language modeling for automated theorem proving","text":"OpenAI published Generative language modeling for automated theorem proving."},{"subject":"Generative language modeling for automated theorem proving","predicate":"is classified as","object":"writing signal","text":"Generative language modeling for automated theorem proving is classified as writing signal."},{"subject":"Generative language modeling for automated theorem proving","predicate":"belongs to","object":"talking desk","text":"Generative language modeling for automated theorem proving belongs to talking desk."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Generative language modeling for automated theorem proving has evidence coverage 1 captured evidence page."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has captured page count","object":"1","text":"Generative language modeling for automated theorem proving has captured page count 1."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has readable page count","object":"1","text":"Generative language modeling for automated theorem proving has readable page count 1."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has related signal count","object":"6","text":"Generative language modeling for automated theorem proving has related signal count 6."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has analysis playbook objective","object":"Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.","text":"Generative language modeling for automated theorem proving has analysis playbook objective Turn public writing and discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has source host","object":"openai.com","text":"Generative language modeling for automated theorem proving has source host openai.com."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has lab","object":"OpenAI","text":"Generative language modeling for automated theorem proving has lab OpenAI."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has signal desk","object":"talking","text":"Generative language modeling for automated theorem proving has signal desk talking."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has source host","object":"openai.com","text":"Generative language modeling for automated theorem proving has source host openai.com."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Generative language modeling for automated theorem proving. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Generative language modeling for automated theorem proving | OpenAI September 7, 2020 Publication Generative language modeling for automated theorem proving Read paper.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Generative language modeling for automated theorem proving","text":"OpenAI published Generative language modeling for automated theorem proving."},{"subject":"Generative language modeling for automated theorem proving","predicate":"is classified as","object":"writing signal","text":"Generative language modeling for automated theorem proving is classified as writing signal."},{"subject":"Generative language modeling for automated theorem proving","predicate":"belongs to","object":"talking desk","text":"Generative language modeling for automated theorem proving belongs to talking desk."},{"subject":"Generative language modeling for automated theorem proving","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Generative language modeling for automated theorem proving has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c8a777b4-b6d1-4c4d-93bd-7d9984649c9f","url":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f","json_url":"https://onlylabs.fyi/signals/c8a777b4-b6d1-4c4d-93bd-7d9984649c9f/signal.json","source_url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","title":"Generative language modeling for automated theorem proving","summary":"OpenAI published a writing signal. onlylabs watches public writing for research themes, product direction, and model-launch context.","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2020-09-07T07:00:00+00:00","first_seen_at":"2026-06-05T05:42:57.832854+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://openai.com/index/generative-language-modeling-for-automated-theorem-proving"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","final_url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","title":"Generative language modeling for automated theorem proving","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:54.057+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":"Generative language modeling for automated theorem proving | OpenAI September 7, 2020 Publication Generative language modeling for automated theorem proving Read paper Loading… Share Abstract We explore the application of transformer-based language models to automated theorem proving. This work is motivated by the possibility that a major limitation of automated theorem provers compared to humans -- the generation of original mathematical terms -- might be addressable via generation from language models. We present an automated prover and proof assistant, GPT‑f, for the Metamath formalization language, and analyze its performance. GPT‑f found new short proofs that were accepted into the main Metamath library, which is to our knowledge, the first time a deep-learning based system has contributed proofs that were adopted by a formal mathematics community. - GPT - Language Authors Stanislas Polu, Ilya Sutskever Related articles View all Building agricultural database for farmersB2B StoryJan 12, 2024 Creating websites in minutes with AI Website BuilderB2B StoryMay 29, 2025 Delivering LLM-powered health solutionsB2B StoryJan 4, 2024"},"evidence_pages":[{"url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","final_url":"https://openai.com/index/generative-language-modeling-for-automated-theorem-proving","title":"Generative language modeling for automated theorem proving","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:46:54.057+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":"Generative language modeling for automated theorem proving | OpenAI September 7, 2020 Publication Generative language modeling for automated theorem proving Read paper Loading… Share Abstract We explore the application of transformer-based language models to automated theorem proving. This work is motivated by the possibility that a major limitation of automated theorem provers compared to humans -- the generation of original mathematical terms -- might be addressable via generation from language models. We present an automated prover and proof assistant, GPT‑f, for the Metamath formalization language, and analyze its performance. GPT‑f found new short proofs that were accepted into the main Metamath library, which is to our knowledge, the first time a deep-learning based system has contributed proofs that were adopted by a formal mathematics community. - GPT - Language Authors Stanislas Polu, Ilya Sutskever Related articles View all Building agricultural database for farmersB2B StoryJan 12, 2024 Creating websites in minutes with AI Website BuilderB2B StoryMay 29, 2025 Delivering LLM-powered health solutionsB2B StoryJan 4, 2024"}],"related_signals":[{"id":"b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","url":"https://onlylabs.fyi/signals/b3668d3b-26d2-40c0-9d4f-ed1a67927aa4","source_url":"https://openai.com/index/supporting-eu-trustworthy-ai-ecosystem","title":"Supporting Europe’s work in ensuring a trustworthy AI ecosystem ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T08:00:56.140796+00:00","date_source":"rss.item_date"},{"id":"2638c0a7-b372-409c-ac72-f6d81d6464dc","url":"https://onlylabs.fyi/signals/2638c0a7-b372-409c-ac72-f6d81d6464dc","source_url":"https://openai.com/index/using-codex-to-simulate-black-holes","title":"How an astrophysicist uses Codex to help simulate black holes","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"509ea784-51ec-4ede-855b-5a4d1b27d3be","url":"https://onlylabs.fyi/signals/509ea784-51ec-4ede-855b-5a4d1b27d3be","source_url":"https://openai.com/index/openai-on-oracle-cloud","title":"Access OpenAI models and Codex through your Oracle cloud commitment","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4f051449-87f2-466e-941e-b5918381a8fe","url":"https://onlylabs.fyi/signals/4f051449-87f2-466e-941e-b5918381a8fe","source_url":"https://openai.com/index/prc-linked-influence-operations-ai-debates","title":"PRC-linked influence operations are targeting AI debates in the US","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T12:00:00+00:00","first_seen_at":"2026-06-11T07:01:16.936464+00:00","date_source":"rss.item_date"},{"id":"4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","url":"https://onlylabs.fyi/signals/4507c0c1-cb74-4bb3-b62b-5f6c2d37e20d","source_url":"https://openai.com/index/lseg","title":"From data to decisions: how LSEG is scaling trusted AI","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T00:00:00+00:00","first_seen_at":"2026-06-10T09:18:54.26094+00:00","date_source":"rss.item_date"},{"id":"fb16aa7a-c4ef-4859-b514-0839c2f1330d","url":"https://onlylabs.fyi/signals/fb16aa7a-c4ef-4859-b514-0839c2f1330d","source_url":"https://openai.com/index/nextdoor","title":"How engineers at Nextdoor use Codex to build without limits","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-09T12:00:00+00:00","first_seen_at":"2026-06-10T07:01:28.700378+00:00","date_source":"rss.item_date"}]}