{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Operator 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/14e0d164-d3c0-4354-8698-7816d51e3473","json_url":"https://onlylabs.fyi/signals/14e0d164-d3c0-4354-8698-7816d51e3473/signal.json","generated_at":"2026-06-08T15:45:51.999+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/14e0d164-d3c0-4354-8698-7816d51e3473","signal_json":"https://onlylabs.fyi/signals/14e0d164-d3c0-4354-8698-7816d51e3473/signal.json","source":"https://openai.com/index/operator-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"},{"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 Operator System Card. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research post from OpenAI · Operator System Card | OpenAI January 23, 2025 Operator System Card This report outlines the safety work carried out prior to releasing Operator including external red.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy, Product and customer in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/operator-system-card","source_host":"openai.com","occurred_at":"2025-01-23T10:00:00+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 research post from OpenAI","source":"signal"},{"label":"Radar lane","value":"Evals and quality","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"eval","source":"radar"},{"label":"Matched term","value":"evaluation","source":"radar"},{"label":"Matched 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customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/14e0d164-d3c0-4354-8698-7816d51e3473/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: Evals and quality, Safety and policy, 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/14e0d164-d3c0-4354-8698-7816d51e3473/signal.json","required":true},{"label":"source","url":"https://openai.com/index/operator-system-card","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 \"Operator System Card\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Operator System Card","text":"OpenAI published Operator System Card."},{"subject":"Operator System Card","predicate":"is classified as","object":"writing signal","text":"Operator System Card is classified as writing signal."},{"subject":"Operator System Card","predicate":"belongs to","object":"talking desk","text":"Operator System Card belongs to talking desk."},{"subject":"Operator System Card","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Operator System Card has evidence coverage 1 captured evidence page."},{"subject":"Operator System Card","predicate":"matches data-business lanes","object":"Evals and quality, Safety and policy, Product and customer","text":"Operator System Card matches data-business lanes Evals and quality, Safety and policy, Product and customer."},{"subject":"Operator System Card","predicate":"has captured page count","object":"1","text":"Operator System Card has captured page count 1."},{"subject":"Operator System Card","predicate":"has readable page count","object":"1","text":"Operator System Card has readable page count 1."},{"subject":"Operator System Card","predicate":"has related signal count","object":"6","text":"Operator System Card has related signal count 6."},{"subject":"Operator System Card","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":"Operator System Card 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":"Operator System Card","predicate":"has source host","object":"openai.com","text":"Operator System Card has source host openai.com."},{"subject":"Operator System 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System Card has radar lane Product and customer."},{"subject":"Operator System Card","predicate":"has matched term","object":"eval","text":"Operator System Card has matched term eval."}]},"intelligence":{"signal_desk":"talking","answer":"OpenAI published Operator System Card. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive research post from OpenAI · Operator System Card | OpenAI January 23, 2025 Operator System Card This report outlines the safety work carried out prior to releasing Operator including external red.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Evals and quality, Safety and policy, Product and customer in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Operator System Card","text":"OpenAI published Operator System Card."},{"subject":"Operator System Card","predicate":"is classified as","object":"writing signal","text":"Operator System Card is classified as writing signal."},{"subject":"Operator System Card","predicate":"belongs to","object":"talking desk","text":"Operator System Card belongs to talking desk."},{"subject":"Operator System Card","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Operator System Card has evidence coverage 1 captured evidence page."},{"subject":"Operator System Card","predicate":"matches data-business lanes","object":"Evals and quality, Safety and policy, Product and customer","text":"Operator System Card matches data-business lanes Evals and quality, Safety and policy, Product and customer."}]},"signal":{"id":"14e0d164-d3c0-4354-8698-7816d51e3473","url":"https://onlylabs.fyi/signals/14e0d164-d3c0-4354-8698-7816d51e3473","json_url":"https://onlylabs.fyi/signals/14e0d164-d3c0-4354-8698-7816d51e3473/signal.json","source_url":"https://openai.com/index/operator-system-card","title":"Operator 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":"2025-01-23T10:00:00+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/operator-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"},{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":45,"matched_terms":["eval","evaluation","red team","safety","security","privacy","product"],"reason":"OpenAI has a writing signal matching evals and quality, safety and policy, product and customer."}},"primary_evidence_page":{"url":"https://openai.com/index/operator-system-card","final_url":"https://openai.com/index/operator-system-card","title":"Operator System Card","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:51.999+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Operator System Card | OpenAI January 23, 2025 Operator System Card This report outlines the safety work carried out prior to releasing Operator 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 Operator System Card Specific areas of risk Harmful tasks Model mistakes Prompt injections Preparedness Scorecard CBRN Low Cybersecurity Low Persuasion Medium Model autonomy Low 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 Operator is a research preview of our Computer-Using Agent (CUA) model, which combines GPT‑4o’s vision capabilities with advanced reasoning through reinforcement learning. It interprets screenshots and interacts with graphical user interfaces (GUIs)—the buttons, menus, and text fields people see on a computer screen—just as people do. Operator’s ability to use a computer enables it to interact with the same tools and..."},"evidence_pages":[{"url":"https://openai.com/index/operator-system-card","final_url":"https://openai.com/index/operator-system-card","title":"Operator System Card","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:51.999+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Operator System Card | OpenAI January 23, 2025 Operator System Card This report outlines the safety work carried out prior to releasing Operator 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 Operator System Card Specific areas of risk Harmful tasks Model mistakes Prompt injections Preparedness Scorecard CBRN Low Cybersecurity Low Persuasion Medium Model autonomy Low 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 Operator is a research preview of our Computer-Using Agent (CUA) model, which combines GPT‑4o’s vision capabilities with advanced reasoning through reinforcement learning. It interprets screenshots and interacts with graphical user interfaces (GUIs)—the buttons, menus, and text fields people see on a computer screen—just as people do. Operator’s ability to use a computer enables it to interact with the same tools and..."}],"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"}]}