{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: OpenAI’s new economic analysis ","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a","json_url":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a/signal.json","generated_at":"2026-06-08T15:45:40.034+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/d5392909-2619-4bb9-b66f-2bb1936acb9a","signal_json":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a/signal.json","source":"https://openai.com/global-affairs/new-economic-analysis","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":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"OpenAI published OpenAI’s new economic analysis . This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive post from major lab, not a model release or code · OpenAI’s new economic analysis | OpenAI July 22, 2025 OpenAI’s new economic analysis Analysis provides insights into ChatGPT’s impact on the economy. OpenAI also.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/global-affairs/new-economic-analysis","source_host":"openai.com","occurred_at":"2025-07-22T00:00:00+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":"Notability","value":"Substantive post from major lab, not a model release or code","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"product","source":"radar"},{"label":"Watch 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a/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":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Product and customer?","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/d5392909-2619-4bb9-b66f-2bb1936acb9a/signal.json","required":true},{"label":"source","url":"https://openai.com/global-affairs/new-economic-analysis","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":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 \"OpenAI’s new economic analysis \" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"OpenAI’s new economic analysis ","text":"OpenAI published OpenAI’s new economic analysis ."},{"subject":"OpenAI’s new economic analysis ","predicate":"is classified as","object":"writing signal","text":"OpenAI’s new economic analysis  is classified as writing signal."},{"subject":"OpenAI’s new economic analysis ","predicate":"belongs to","object":"talking desk","text":"OpenAI’s new economic analysis  belongs to talking desk."},{"subject":"OpenAI’s new economic analysis ","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenAI’s new economic analysis  has evidence coverage 1 captured evidence page."},{"subject":"OpenAI’s new economic analysis ","predicate":"matches data-business lanes","object":"Product and customer","text":"OpenAI’s new economic analysis  matches data-business lanes Product and customer."},{"subject":"OpenAI’s new economic analysis ","predicate":"has captured page count","object":"1","text":"OpenAI’s new economic analysis  has captured page count 1."},{"subject":"OpenAI’s new economic analysis ","predicate":"has readable page count","object":"1","text":"OpenAI’s new economic analysis  has readable page count 1."},{"subject":"OpenAI’s new economic analysis ","predicate":"has related signal count","object":"6","text":"OpenAI’s new economic analysis  has related signal count 6."},{"subject":"OpenAI’s new economic analysis ","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":"OpenAI’s new economic analysis  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":"OpenAI’s new economic analysis ","predicate":"has source host","object":"openai.com","text":"OpenAI’s new economic analysis  has source host openai.com."},{"subject":"OpenAI’s new economic analysis ","predicate":"has lab","object":"OpenAI","text":"OpenAI’s new economic analysis  has lab OpenAI."},{"subject":"OpenAI’s new economic analysis ","predicate":"has signal desk","object":"talking","text":"OpenAI’s new economic analysis  has signal desk talking."},{"subject":"OpenAI’s new economic analysis ","predicate":"has source host","object":"openai.com","text":"OpenAI’s new economic analysis  has source host openai.com."},{"subject":"OpenAI’s new economic analysis ","predicate":"has notability","object":"Substantive post from major lab, not a model release or code","text":"OpenAI’s new economic analysis  has notability Substantive post from major lab, not a model release or code."},{"subject":"OpenAI’s new economic analysis ","predicate":"has radar lane","object":"Product and customer","text":"OpenAI’s new economic analysis  has radar lane Product and customer."},{"subject":"OpenAI’s new economic analysis ","predicate":"has matched term","object":"product","text":"OpenAI’s new economic analysis  has matched term product."},{"subject":"OpenAI’s new economic analysis ","predicate":"has watch term","object":"Infrastructure","text":"OpenAI’s new economic analysis  has watch term Infrastructure."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published OpenAI’s new economic analysis . This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive post from major lab, not a model release or code · OpenAI’s new economic analysis | OpenAI July 22, 2025 OpenAI’s new economic analysis Analysis provides insights into ChatGPT’s impact on the economy. OpenAI also.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"OpenAI’s new economic analysis ","text":"OpenAI published OpenAI’s new economic analysis ."},{"subject":"OpenAI’s new economic analysis ","predicate":"is classified as","object":"writing signal","text":"OpenAI’s new economic analysis  is classified as writing signal."},{"subject":"OpenAI’s new economic analysis ","predicate":"belongs to","object":"talking desk","text":"OpenAI’s new economic analysis  belongs to talking desk."},{"subject":"OpenAI’s new economic analysis ","predicate":"has evidence coverage","object":"1 captured evidence page","text":"OpenAI’s new economic analysis  has evidence coverage 1 captured evidence page."},{"subject":"OpenAI’s new economic analysis ","predicate":"matches data-business lanes","object":"Product and customer","text":"OpenAI’s new economic analysis  matches data-business lanes Product and customer."}]},"signal":{"id":"d5392909-2619-4bb9-b66f-2bb1936acb9a","url":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a","json_url":"https://onlylabs.fyi/signals/d5392909-2619-4bb9-b66f-2bb1936acb9a/signal.json","source_url":"https://openai.com/global-affairs/new-economic-analysis","title":"OpenAI’s new economic analysis ","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":"2025-07-22T00:00:00+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/global-affairs/new-economic-analysis"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":13,"matched_terms":["product"],"reason":"OpenAI has a writing signal matching product and customer."}},"primary_evidence_page":{"url":"https://openai.com/global-affairs/new-economic-analysis","final_url":"https://openai.com/global-affairs/new-economic-analysis","title":"OpenAI’s new economic analysis ","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:40.034+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"OpenAI’s new economic analysis | OpenAI July 22, 2025 OpenAI’s new economic analysis Analysis provides insights into ChatGPT’s impact on the economy. OpenAI also launches new research collaboration to study AI’s broader effects on the labor market and productivity Loading… Share Over half a billion people around the world actively use OpenAI’s AI tools, especially our freely available ChatGPT. They send more than 2.5 billion messages to the platform per day – including more than 330 million per day in the US. This breadth of use offers a unique window onto AI’s impacts on the economy. ChatGPT has saved teachers nearly six hours per week⁠ on tasks; saved state workers in Pennsylvania an average of 95 minutes a day⁠ on rote tasks so they can deliver better services; and enabled entrepreneurs to build new companies and start-ups.⁠ Today, OpenAI is releasing our first look⁠ at how our tools like ChatGPT have boosted productivity for workers across businesses and governments – and how that’s already creating value. The note is authored by OpenAI Chief Economist Ronnie Chatterji and the OpenAI Economic Research team. We’re also announcing today that Chatterji, along with Jason Furman of..."},"evidence_pages":[{"url":"https://openai.com/global-affairs/new-economic-analysis","final_url":"https://openai.com/global-affairs/new-economic-analysis","title":"OpenAI’s new economic analysis ","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:40.034+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"OpenAI’s new economic analysis | OpenAI July 22, 2025 OpenAI’s new economic analysis Analysis provides insights into ChatGPT’s impact on the economy. OpenAI also launches new research collaboration to study AI’s broader effects on the labor market and productivity Loading… Share Over half a billion people around the world actively use OpenAI’s AI tools, especially our freely available ChatGPT. They send more than 2.5 billion messages to the platform per day – including more than 330 million per day in the US. 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We’re also announcing today that Chatterji, along with Jason Furman of..."}],"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"}]}