{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Writing: Toward understanding and preventing misalignment generalization","description":"OpenAI writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/34737d92-ad69-4f26-a549-8877ff2ef0eb","json_url":"https://onlylabs.fyi/signals/34737d92-ad69-4f26-a549-8877ff2ef0eb/signal.json","generated_at":"2026-06-08T15:45:41.296+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/34737d92-ad69-4f26-a549-8877ff2ef0eb","signal_json":"https://onlylabs.fyi/signals/34737d92-ad69-4f26-a549-8877ff2ef0eb/signal.json","source":"https://openai.com/index/emergent-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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/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 Toward understanding and preventing misalignment generalization. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable research post from OpenAI · Toward understanding and preventing misalignment generalization | OpenAI June 18, 2025 Toward understanding and preventing misalignment generalization A misaligned.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://openai.com/index/emergent-misalignment","source_host":"openai.com","occurred_at":"2025-06-18T10:00:00+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 research post from OpenAI","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"training","source":"radar"},{"label":"Matched term","value":"alignment","source":"radar"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Data 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generalization has lab OpenAI."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"has signal desk","object":"talking","text":"Toward understanding and preventing misalignment generalization has signal desk talking."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"has source host","object":"openai.com","text":"Toward understanding and preventing misalignment generalization has source host openai.com."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"has notability","object":"Notable research post from OpenAI","text":"Toward understanding and preventing misalignment generalization has notability Notable research post from OpenAI."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"has radar lane","object":"Infrastructure","text":"Toward understanding and preventing misalignment generalization has radar lane 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This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Notable research post from OpenAI · Toward understanding and preventing misalignment generalization | OpenAI June 18, 2025 Toward understanding and preventing misalignment generalization A misaligned.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Infrastructure, Safety and policy in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"published","object":"Toward understanding and preventing misalignment generalization","text":"OpenAI published Toward understanding and preventing misalignment generalization."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"is classified as","object":"writing signal","text":"Toward understanding and preventing misalignment generalization is classified as writing signal."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"belongs to","object":"talking desk","text":"Toward understanding and preventing misalignment generalization belongs to talking desk."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Toward understanding and preventing misalignment generalization has evidence coverage 1 captured evidence page."},{"subject":"Toward understanding and preventing misalignment generalization","predicate":"matches data-business lanes","object":"Infrastructure, Safety and policy","text":"Toward understanding and preventing misalignment generalization matches data-business lanes Infrastructure, Safety and policy."}]},"signal":{"id":"34737d92-ad69-4f26-a549-8877ff2ef0eb","url":"https://onlylabs.fyi/signals/34737d92-ad69-4f26-a549-8877ff2ef0eb","json_url":"https://onlylabs.fyi/signals/34737d92-ad69-4f26-a549-8877ff2ef0eb/signal.json","source_url":"https://openai.com/index/emergent-misalignment","title":"Toward understanding and preventing misalignment generalization","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":"2025-06-18T10:00:00+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/emergent-misalignment"]},"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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"},{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":25,"matched_terms":["training","alignment"],"reason":"OpenAI has a writing signal matching infrastructure, safety and policy."}},"primary_evidence_page":{"url":"https://openai.com/index/emergent-misalignment","final_url":"https://openai.com/index/emergent-misalignment","title":"Toward understanding and preventing misalignment generalization","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:41.296+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Toward understanding and preventing misalignment generalization | OpenAI June 18, 2025 Toward understanding and preventing misalignment generalization A misaligned persona feature controls emergent misalignment. Loading… Share About this project Large language models like ChatGPT don’t just learn facts—they pick up on patterns of behavior. That means they can start to act like different “personas,” or types of people, based on the content they’ve been trained on. Some of those personas are helpful and honest. Others might be careless or misleading. Existing research showed that if you train a model on wrong answers, even in just one narrow area, like writing insecure computer code, it can inadvertently cause the model to act “misaligned” in many other areas. This is called “emergent misalignment.” We studied why this happens. Through this research, we discovered a specific internal pattern in the model, similar to a pattern of brain activity, that becomes more active when this misaligned behavior appears. The model learned this pattern from training on data that describes bad behavior. We found we can make a model more or less aligned, just by directly increasing or decreasing..."},"evidence_pages":[{"url":"https://openai.com/index/emergent-misalignment","final_url":"https://openai.com/index/emergent-misalignment","title":"Toward understanding and preventing misalignment generalization","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-08T15:45:41.296+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"Toward understanding and preventing misalignment generalization | OpenAI June 18, 2025 Toward understanding and preventing misalignment generalization A misaligned persona feature controls emergent misalignment. Loading… Share About this project Large language models like ChatGPT don’t just learn facts—they pick up on patterns of behavior. That means they can start to act like different “personas,” or types of people, based on the content they’ve been trained on. Some of those personas are helpful and honest. Others might be careless or misleading. Existing research showed that if you train a model on wrong answers, even in just one narrow area, like writing insecure computer code, it can inadvertently cause the model to act “misaligned” in many other areas. This is called “emergent misalignment.” We studied why this happens. Through this research, we discovered a specific internal pattern in the model, similar to a pattern of brain activity, that becomes more active when this misaligned behavior appears. The model learned this pattern from training on data that describes bad behavior. We found we can make a model more or less aligned, just by directly increasing or decreasing..."}],"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"}]}