{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: How AI is expanding what people do at work","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c","json_url":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c/signal.json","generated_at":"2026-07-27T18:40:19.585Z","evidence_latest_fetched_at":"2026-07-27T12:03:22.684+00:00","signal_first_seen_at":"2026-07-27T12:01:45.579195+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/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c","signal_json":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c/signal.json","source":"https://openai.com/index/how-ai-is-expanding-what-people-do-at-work","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 How AI is expanding what people do at work. This talking signal gives public context for research themes, product direction, policy, or launch framing. 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/how-ai-is-expanding-what-people-do-at-work","source_host":"openai.com","occurred_at":"2026-07-27T03:30:00+00:00","first_seen_at":"2026-07-27T12:01:45.579195+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":0,"capture_methods":["failed"],"missing_page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"],"failed_page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"],"blocked_page_urls":[],"page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-27T12:03:22.684+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c/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/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c/signal.json","required":true},{"label":"source","url":"https://openai.com/index/how-ai-is-expanding-what-people-do-at-work","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":false},{"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 \"How AI is expanding what people do at work\" for frontier lab strategy."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"How AI is expanding what people do at work","text":"OpenAI published How AI is expanding what people do at work."},{"subject":"How AI is expanding what people do at work","predicate":"is classified as","object":"writing signal","text":"How AI is expanding what people do at work is classified as writing signal."},{"subject":"How AI is expanding what people do at work","predicate":"belongs to","object":"talking desk","text":"How AI is expanding what people do at work belongs to talking desk."},{"subject":"How AI is expanding what people do at work","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How AI is expanding what people do at work has evidence coverage 1 captured evidence page."},{"subject":"How AI is expanding what people do at work","predicate":"has captured page count","object":"1","text":"How AI is expanding what people do at work has captured page count 1."},{"subject":"How AI is expanding what people do at work","predicate":"has readable page count","object":"0","text":"How AI is expanding what people do at work has readable page count 0."},{"subject":"How AI is expanding what people do at work","predicate":"has related signal count","object":"6","text":"How AI is expanding what people do at work has related signal count 6."},{"subject":"How AI is expanding what people do at work","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":"How AI is expanding what people do at work 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":"How AI is expanding what people do at work","predicate":"has source host","object":"openai.com","text":"How AI is expanding what people do at work has source host openai.com."},{"subject":"How AI is expanding what people do at work","predicate":"has lab","object":"OpenAI","text":"How AI is expanding what people do at work has lab OpenAI."},{"subject":"How AI is expanding what people do at work","predicate":"has signal desk","object":"talking","text":"How AI is expanding what people do at work has signal desk talking."},{"subject":"How AI is expanding what people do at work","predicate":"has source host","object":"openai.com","text":"How AI is expanding what people do at work has source host openai.com."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published How AI is expanding what people do at work. This talking signal gives public context for research themes, product direction, policy, or launch framing. onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"How AI is expanding what people do at work","text":"OpenAI published How AI is expanding what people do at work."},{"subject":"How AI is expanding what people do at work","predicate":"is classified as","object":"writing signal","text":"How AI is expanding what people do at work is classified as writing signal."},{"subject":"How AI is expanding what people do at work","predicate":"belongs to","object":"talking desk","text":"How AI is expanding what people do at work belongs to talking desk."},{"subject":"How AI is expanding what people do at work","predicate":"has evidence coverage","object":"1 captured evidence page","text":"How AI is expanding what people do at work has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c","url":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c","json_url":"https://onlylabs.fyi/signals/0e46e60e-e6dc-4669-9f1a-fe9ff6fa4f6c/signal.json","source_url":"https://openai.com/index/how-ai-is-expanding-what-people-do-at-work","title":"How AI is expanding what people do at work","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":"2026-07-27T03:30:00+00:00","first_seen_at":"2026-07-27T12:01:45.579195+00:00","date_source":"rss.item_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":0,"capture_methods":["failed"],"missing_page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"],"failed_page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"],"blocked_page_urls":[],"page_urls":["https://openai.com/index/how-ai-is-expanding-what-people-do-at-work"]},"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":{"is_primary":true,"source_match":true,"url":"https://openai.com/index/how-ai-is-expanding-what-people-do-at-work","final_url":"https://openai.com/index/how-ai-is-expanding-what-people-do-at-work","title":"How AI is expanding what people do at work","http_status":403,"content_type":null,"capture_method":"failed","fetched_at":"2026-07-27T12:03:22.684+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":false,"excerpt":null},"evidence_pages":[],"related_signals":[{"id":"aa1afca2-2c20-4bda-b3eb-253ec7698b63","url":"https://onlylabs.fyi/signals/aa1afca2-2c20-4bda-b3eb-253ec7698b63","source_url":"https://openai.com/index/health-in-chatgpt","title":"Launching Health in ChatGPT ","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-23T00:00:00+00:00","first_seen_at":"2026-07-23T20:00:51.590225+00:00","date_source":"rss.item_date"},{"id":"59c3f9bd-953a-4aed-b148-bd0e76f9e3bd","url":"https://onlylabs.fyi/signals/59c3f9bd-953a-4aed-b148-bd0e76f9e3bd","source_url":"https://openai.com/index/how-news-organizations-are-using-ai","title":"How news organizations are using AI to advance their vital missions","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-22T13:00:00+00:00","first_seen_at":"2026-07-22T20:01:41.281796+00:00","date_source":"rss.item_date"},{"id":"20cadabf-5f4f-4d60-8198-7cca5f09a4b0","url":"https://onlylabs.fyi/signals/20cadabf-5f4f-4d60-8198-7cca5f09a4b0","source_url":"https://openai.com/index/building-ai-infrastructure-with-the-effingham-county-community","title":"Building AI infrastructure with the Effingham County community","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-22T13:00:00+00:00","first_seen_at":"2026-07-22T16:01:39.156363+00:00","date_source":"rss.item_date"},{"id":"f256dc86-c60a-4a86-9567-1a48038c8fe2","url":"https://onlylabs.fyi/signals/f256dc86-c60a-4a86-9567-1a48038c8fe2","source_url":"https://openai.com/index/advancing-the-next-era-of-national-science","title":"Advancing the next era of national science","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-22T12:00:00+00:00","first_seen_at":"2026-07-22T16:01:39.156363+00:00","date_source":"rss.item_date"},{"id":"d67348bb-2807-404a-aead-23cdcd2fe2b3","url":"https://onlylabs.fyi/signals/d67348bb-2807-404a-aead-23cdcd2fe2b3","source_url":"https://openai.com/index/introducing-openai-presence","title":"Introducing OpenAI Presence","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-22T05:30:00+00:00","first_seen_at":"2026-07-22T16:01:39.156363+00:00","date_source":"rss.item_date"},{"id":"e9499b9d-a838-4c77-985f-66c35bef9b8c","url":"https://onlylabs.fyi/signals/e9499b9d-a838-4c77-985f-66c35bef9b8c","source_url":"https://openai.com/index/ntt-data","title":"NTT DATA Group cuts incident analysis to 30 minutes with Codex","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-07-22T00:00:00+00:00","first_seen_at":"2026-07-23T00:01:42.999037+00:00","date_source":"rss.item_date"}]}