{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: GamePad: A learning environment for 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/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac","json_url":"https://onlylabs.fyi/signals/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac/signal.json","generated_at":"2026-06-08T15:47:04.937+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/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac","signal_json":"https://onlylabs.fyi/signals/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac/signal.json","source":"https://openai.com/index/gamepad","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 GamePad: A learning environment for theorem proving. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GamePad: A learning environment for theorem proving | OpenAI June 2, 2018 Publication GamePad: A learning environment for theorem proving Read paper Loading… Share.... 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/gamepad","source_host":"openai.com","occurred_at":"2018-06-02T07:00:00+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"},{"label":"Watch term","value":"Eval methodology","source":"evidence"}],"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/gamepad"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-08T15:47:04.937+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac/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/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac/signal.json","required":true},{"label":"source","url":"https://openai.com/index/gamepad","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 \"GamePad: A learning environment for theorem proving\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"GamePad: A learning environment for theorem proving","text":"OpenAI published GamePad: A learning environment for theorem proving."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"is classified as","object":"writing signal","text":"GamePad: A learning environment for theorem proving is classified as writing signal."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"belongs to","object":"talking desk","text":"GamePad: A learning environment for theorem proving belongs to talking desk."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has evidence coverage","object":"1 captured evidence page","text":"GamePad: A learning environment for theorem proving has evidence coverage 1 captured evidence page."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has captured page count","object":"1","text":"GamePad: A learning environment for theorem proving has captured page count 1."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has readable page count","object":"1","text":"GamePad: A learning environment for theorem proving has readable page count 1."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has related signal count","object":"6","text":"GamePad: A learning environment for theorem proving has related signal count 6."},{"subject":"GamePad: A learning environment for 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":"GamePad: A learning environment for 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":"GamePad: A learning environment for theorem proving","predicate":"has source host","object":"openai.com","text":"GamePad: A learning environment for theorem proving has source host openai.com."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has lab","object":"OpenAI","text":"GamePad: A learning environment for theorem proving has lab OpenAI."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has signal desk","object":"talking","text":"GamePad: A learning environment for theorem proving has signal desk talking."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has source host","object":"openai.com","text":"GamePad: A learning environment for theorem proving has source host openai.com."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has watch term","object":"Eval methodology","text":"GamePad: A learning environment for theorem proving has watch term Eval methodology."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published GamePad: A learning environment for theorem proving. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: GamePad: A learning environment for theorem proving | OpenAI June 2, 2018 Publication GamePad: A learning environment for theorem proving Read paper Loading… Share.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"GamePad: A learning environment for theorem proving","text":"OpenAI published GamePad: A learning environment for theorem proving."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"is classified as","object":"writing signal","text":"GamePad: A learning environment for theorem proving is classified as writing signal."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"belongs to","object":"talking desk","text":"GamePad: A learning environment for theorem proving belongs to talking desk."},{"subject":"GamePad: A learning environment for theorem proving","predicate":"has evidence coverage","object":"1 captured evidence page","text":"GamePad: A learning environment for theorem proving has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0c4ac55e-d5a6-49bc-a7d6-53428fc711ac","url":"https://onlylabs.fyi/signals/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac","json_url":"https://onlylabs.fyi/signals/0c4ac55e-d5a6-49bc-a7d6-53428fc711ac/signal.json","source_url":"https://openai.com/index/gamepad","title":"GamePad: A learning environment for 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":"2018-06-02T07:00:00+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/gamepad"]},"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/gamepad","final_url":"https://openai.com/index/gamepad","title":"GamePad: A learning environment for theorem proving","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:04.937+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"GamePad: A learning environment for theorem proving | OpenAI June 2, 2018 Publication GamePad: A learning environment for theorem proving Read paper Loading… Share Abstract In this paper, we introduce a system called GamePad that can be used to explore the application of machine learning methods to theorem proving in the Coq proof assistant. Interactive theorem provers such as Coq enable users to construct machine-checkable proofs in a step-by-step manner. Hence, they provide an opportunity to explore theorem proving with human supervision. We use GamePad to synthesize proofs for a simple algebraic rewrite problem and train baseline models for a formalization of the Feit-Thompson theorem. We address position evaluation (i.e., predict the number of proof steps left) and tactic prediction (i.e., predict the next proof step) tasks, which arise naturally in tactic-based theorem proving. - Exploration & Games Authors Daniel Huang, Prafulla Dhariwal, Dawn Song, Ilya Sutskever Related articles View all Embedding AI into developer softwareB2B StoryMar 21, 2024 Building a data-driven, efficient culture with AIB2B StoryMar 18, 2024 Reimagining the email experience with AIB2B StoryMar 18,..."},"evidence_pages":[{"url":"https://openai.com/index/gamepad","final_url":"https://openai.com/index/gamepad","title":"GamePad: A learning environment for theorem proving","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:47:04.937+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"GamePad: A learning environment for theorem proving | OpenAI June 2, 2018 Publication GamePad: A learning environment for theorem proving Read paper Loading… Share Abstract In this paper, we introduce a system called GamePad that can be used to explore the application of machine learning methods to theorem proving in the Coq proof assistant. Interactive theorem provers such as Coq enable users to construct machine-checkable proofs in a step-by-step manner. Hence, they provide an opportunity to explore theorem proving with human supervision. We use GamePad to synthesize proofs for a simple algebraic rewrite problem and train baseline models for a formalization of the Feit-Thompson theorem. We address position evaluation (i.e., predict the number of proof steps left) and tactic prediction (i.e., predict the next proof step) tasks, which arise naturally in tactic-based theorem proving. - Exploration & Games Authors Daniel Huang, Prafulla Dhariwal, Dawn Song, Ilya Sutskever Related articles View all Embedding AI into developer softwareB2B StoryMar 21, 2024 Building a data-driven, efficient culture with AIB2B StoryMar 18, 2024 Reimagining the email experience with AIB2B StoryMar 18,..."}],"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"}]}