{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Deep research System Card","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3","json_url":"https://onlylabs.fyi/signals/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3/signal.json","generated_at":"2026-06-08T15:45:49.66+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/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3","signal_json":"https://onlylabs.fyi/signals/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3/signal.json","source":"https://openai.com/index/deep-research-system-card","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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals","json_url":"https://onlylabs.fyi/data-radar/evals/signals.json"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}]}},"answer_pack":{"answer":"OpenAI published Deep research System Card. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable system card from OpenAI. · Deep research System Card | OpenAI February 25, 2025 Deep research System Card This report outlines the safety work carried out prior to releasing deep research.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/deep-research-system-card","source_host":"openai.com","occurred_at":"2025-02-25T10:00:00+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":"Notable system card from OpenAI.","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"eval","source":"radar"},{"label":"Matched term","value":"evaluation","source":"radar"},{"label":"Matched term","value":"red team","source":"radar"},{"label":"Matched 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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: Evals and quality, Safety and policy?","Do the 6 related writing signals show a repeated 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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 \"Deep research System Card\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Deep research System Card","text":"OpenAI published Deep research System Card."},{"subject":"Deep research System Card","predicate":"is classified as","object":"writing signal","text":"Deep research System Card is classified as writing signal."},{"subject":"Deep research System Card","predicate":"belongs to","object":"talking desk","text":"Deep research System Card belongs to talking desk."},{"subject":"Deep research System Card","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Deep research System Card has evidence coverage 1 captured evidence page."},{"subject":"Deep research System 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discussion into a readable map of research themes, product framing, policy posture, launch narratives, and market attention.."},{"subject":"Deep research System Card","predicate":"has source host","object":"openai.com","text":"Deep research System Card has source host openai.com."},{"subject":"Deep research System Card","predicate":"has lab","object":"OpenAI","text":"Deep research System Card has lab OpenAI."},{"subject":"Deep research System Card","predicate":"has signal desk","object":"talking","text":"Deep research System Card has signal desk talking."},{"subject":"Deep research System Card","predicate":"has source host","object":"openai.com","text":"Deep research System Card has source host openai.com."},{"subject":"Deep research System Card","predicate":"has notability","object":"Notable system card from OpenAI.","text":"Deep research System Card has notability Notable system card from OpenAI.."},{"subject":"Deep research System Card","predicate":"has radar lane","object":"Evals 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable system card from OpenAI. · Deep research System Card | OpenAI February 25, 2025 Deep research System Card This report outlines the safety work carried out prior to releasing deep research.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Deep research System Card","text":"OpenAI published Deep research System Card."},{"subject":"Deep research System Card","predicate":"is classified as","object":"writing signal","text":"Deep research System Card is classified as writing signal."},{"subject":"Deep research System Card","predicate":"belongs to","object":"talking desk","text":"Deep research System Card belongs to talking desk."},{"subject":"Deep research System Card","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Deep research System Card has evidence coverage 1 captured evidence page."},{"subject":"Deep research System Card","predicate":"matches data-business lanes","object":"Evals and quality, Safety and policy","text":"Deep research System Card matches data-business lanes Evals and quality, Safety and policy."}]},"signal":{"id":"6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3","url":"https://onlylabs.fyi/signals/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3","json_url":"https://onlylabs.fyi/signals/6d8cfe9e-8c94-4e86-ac30-9861c0dd43d3/signal.json","source_url":"https://openai.com/index/deep-research-system-card","title":"Deep research System Card","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":"2025-02-25T10:00:00+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/deep-research-system-card"]},"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":"evals","label":"Evals and quality","url":"https://onlylabs.fyi/data-radar/evals"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":31,"matched_terms":["eval","evaluation","red team","safety","risk"],"reason":"OpenAI has a writing signal matching evals and quality, safety and policy."}},"primary_evidence_page":{"url":"https://openai.com/index/deep-research-system-card","final_url":"https://openai.com/index/deep-research-system-card","title":"Deep research System Card","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:49.66+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Deep research System Card | OpenAI February 25, 2025 Deep research System Card This report outlines the safety work carried out prior to releasing deep research including external red teaming, frontier risk evaluations according to our Preparedness Framework, and an overview of the mitigations we built in to address key risk areas. Read the system card Contributions Loading… Share Deep research system card Specific areas of risk Prompt injections Disallowed content Privacy Ability to run code Bias Hallucinations Preparedness Scorecard CBRN Medium Cybersecurity Medium Persuasion Medium Model autonomy Medium Scorecard ratings - Low - Medium - High - Critical Only models with a post-mitigation score of \"medium\" or below can be deployed.Only models with a post-mitigation score of \"high\" or below can be developed further. Introduction Deep research is a new agentic capability that conducts multi-step research on the internet for complex tasks. The deep research model is powered by an early version of OpenAI o3 that is optimized for web browsing. Deep research leverages reasoning to search, interpret, and analyze massive amounts of text, images, and PDFs on the internet, pivoting as..."},"evidence_pages":[{"url":"https://openai.com/index/deep-research-system-card","final_url":"https://openai.com/index/deep-research-system-card","title":"Deep research System Card","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:49.66+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Deep research System Card | OpenAI February 25, 2025 Deep research System Card This report outlines the safety work carried out prior to releasing deep research including external red teaming, frontier risk evaluations according to our Preparedness Framework, and an overview of the mitigations we built in to address key risk areas. Read the system card Contributions Loading… Share Deep research system card Specific areas of risk Prompt injections Disallowed content Privacy Ability to run code Bias Hallucinations Preparedness Scorecard CBRN Medium Cybersecurity Medium Persuasion Medium Model autonomy Medium Scorecard ratings - Low - Medium - High - Critical Only models with a post-mitigation score of \"medium\" or below can be deployed.Only models with a post-mitigation score of \"high\" or below can be developed further. Introduction Deep research is a new agentic capability that conducts multi-step research on the internet for complex tasks. The deep research model is powered by an early version of OpenAI o3 that is optimized for web browsing. 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