{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Economic impacts research at OpenAI","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/fd2af2f0-fd65-4fdf-9ff8-e6d1268cc3a6","json_url":"https://onlylabs.fyi/signals/fd2af2f0-fd65-4fdf-9ff8-e6d1268cc3a6/signal.json","generated_at":"2026-06-08T15:46:49.516+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/fd2af2f0-fd65-4fdf-9ff8-e6d1268cc3a6","signal_json":"https://onlylabs.fyi/signals/fd2af2f0-fd65-4fdf-9ff8-e6d1268cc3a6/signal.json","source":"https://openai.com/index/economic-impacts","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 Economic impacts research at OpenAI. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Economic impacts research at OpenAI | OpenAI March 3, 2022 Economic impacts research at OpenAI Call for expressions of interest to study the economic impacts of large.... 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/economic-impacts","source_host":"openai.com","occurred_at":"2022-03-03T08:00:00+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"},{"label":"Watch term","value":"Safety and 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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/fd2af2f0-fd65-4fdf-9ff8-e6d1268cc3a6/signal.json","required":true},{"label":"source","url":"https://openai.com/index/economic-impacts","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 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This talking signal gives public context for research themes, product direction, policy, or launch framing. 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Developing tools to rigorously measure the economic impacts of our models is essential to making smarter development and deployment decisions and critical to informing public policy options that maximize human prosperity and minimize the risk of economic harms from AI. Our ability to generate high quality evidence to inform these decisions will be greatly enhanced by developing a range of productive research partnerships, and we firmly believe that AI developers need to support external researchers undertaking this work, rather than exclusively conducting research in-house. Under this premise, you can see our first public research agenda on these topics⁠. 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