{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: How we detect frontier model misalignment","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ceb1f55a-dcab-4970-b452-ebe5f4c893ac","json_url":"https://onlylabs.fyi/signals/ceb1f55a-dcab-4970-b452-ebe5f4c893ac/signal.json","generated_at":"2026-10-30T21:23:12.311Z","evidence_latest_fetched_at":"2026-10-29T20:03:02.908+00:00","signal_first_seen_at":"2026-10-29T20:00:50.496227+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/ceb1f55a-dcab-4970-b452-ebe5f4c893ac","signal_json":"https://onlylabs.fyi/signals/ceb1f55a-dcab-4970-b452-ebe5f4c893ac/signal.json","source":"https://openai.com/index/how-we-detect-frontier-model-misalignment","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":"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 How we detect frontier model misalignment. 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Agents can misbehave and take unauthorized actions during training, evaluation, or deployment, with potentially serious consequences. In order to detect these failures—and, where necessary, to intervene in time—we monitor how agents reason, what actions they take, and how those actions affect their environment. While we’ve been [monitoring our internal coding agents](https://openai.com/index/how-we-monitor-internal-coding-agents-misalignment/) for some time, the [Hugging Face incident](https://openai.com/index/hugging-face-incident-and-the-road-ahead/) exposed a gap in our coverage: the incident began during internal cybersecurity evaluations on which we were not running our monitors for misaligned behavior. 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