{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Agentic Misalignment","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11","json_url":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11/signal.json","generated_at":"2026-06-11T04:16:47.06589+00:00","org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/anthropic","dossier_json_url":"https://onlylabs.fyi/labs/anthropic/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11","signal_json":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11/signal.json","source":"https://www.anthropic.com/research/agentic-misalignment","lab_dossier":"https://onlylabs.fyi/labs/anthropic","lab_dossier_json":"https://onlylabs.fyi/labs/anthropic/dossier.json","analysis":"https://onlylabs.fyi/analysis/anthropic","analysis_json":"https://onlylabs.fyi/analysis/anthropic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/anthropic/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":"Anthropic published Agentic Misalignment. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Agentic Misalignment: How LLMs could be insider threats \\ Anthropic Alignment Agentic Misalignment: How LLMs could be insider threats Jun 20, 2025 Highlights We.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Safety and policy in the data-business radar.","signal_desk":"talking","source_context":{"source_url":"https://www.anthropic.com/research/agentic-misalignment","source_host":"anthropic.com","occurred_at":"2025-06-20T00:00:00.000Z","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"page.visible_date","context":null},"context_markers":[{"label":"Lab","value":"Anthropic","source":"signal"},{"label":"Signal desk","value":"talking","source":"signal"},{"label":"Source host","value":"anthropic.com","source":"source"},{"label":"Radar lane","value":"Safety and policy","source":"radar"},{"label":"Matched term","value":"alignment","source":"radar"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.anthropic.com/research/agentic-misalignment"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:16:47.06589+00:00"},"data_business":{"matches":true,"lanes":[{"key":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety","json_url":"https://onlylabs.fyi/data-radar/safety/signals.json"}],"matched_terms":["alignment"],"score":13,"reason":"Anthropic has a writing signal matching safety and policy."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11/signal.json","dossier_json":"https://onlylabs.fyi/labs/anthropic/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/anthropic/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/anthropic/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: Safety and policy?","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/590ea5b1-aef0-4bff-af2d-4d97455fac11/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/research/agentic-misalignment","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/anthropic/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/anthropic/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 Anthropic's writing signal \"Agentic Misalignment\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Agentic Misalignment","text":"Anthropic published Agentic Misalignment."},{"subject":"Agentic Misalignment","predicate":"is classified as","object":"writing signal","text":"Agentic Misalignment is classified as writing signal."},{"subject":"Agentic Misalignment","predicate":"belongs to","object":"talking desk","text":"Agentic Misalignment belongs to talking desk."},{"subject":"Agentic Misalignment","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Agentic Misalignment has evidence coverage 1 captured evidence page."},{"subject":"Agentic Misalignment","predicate":"matches data-business lanes","object":"Safety and policy","text":"Agentic Misalignment matches data-business lanes Safety and policy."},{"subject":"Agentic Misalignment","predicate":"has captured page count","object":"1","text":"Agentic Misalignment has captured page count 1."},{"subject":"Agentic Misalignment","predicate":"has readable page count","object":"1","text":"Agentic Misalignment has readable page count 1."},{"subject":"Agentic Misalignment","predicate":"has related signal count","object":"6","text":"Agentic Misalignment has related signal count 6."},{"subject":"Agentic Misalignment","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":"Agentic Misalignment 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":"Agentic Misalignment","predicate":"has source host","object":"anthropic.com","text":"Agentic Misalignment has source host anthropic.com."},{"subject":"Agentic Misalignment","predicate":"has lab","object":"Anthropic","text":"Agentic Misalignment has lab Anthropic."},{"subject":"Agentic Misalignment","predicate":"has signal desk","object":"talking","text":"Agentic Misalignment has signal desk talking."},{"subject":"Agentic Misalignment","predicate":"has source host","object":"anthropic.com","text":"Agentic Misalignment has source host anthropic.com."},{"subject":"Agentic Misalignment","predicate":"has radar lane","object":"Safety and policy","text":"Agentic Misalignment has radar lane Safety and policy."},{"subject":"Agentic Misalignment","predicate":"has matched term","object":"alignment","text":"Agentic Misalignment has matched term alignment."},{"subject":"Agentic Misalignment","predicate":"has watch term","object":"RL environments","text":"Agentic Misalignment has watch term RL environments."},{"subject":"Agentic Misalignment","predicate":"has watch term","object":"Infrastructure","text":"Agentic Misalignment has watch term Infrastructure."},{"subject":"Agentic Misalignment","predicate":"has watch term","object":"Safety and alignment","text":"Agentic Misalignment has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published Agentic Misalignment. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Agentic Misalignment: How LLMs could be insider threats \\ Anthropic Alignment Agentic Misalignment: How LLMs could be insider threats Jun 20, 2025 Highlights We.... onlylabs links this event to 1 captured evidence page and 6 related writing signals. It also maps to Safety and policy in the data-business radar.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Agentic Misalignment","text":"Anthropic published Agentic Misalignment."},{"subject":"Agentic Misalignment","predicate":"is classified as","object":"writing signal","text":"Agentic Misalignment is classified as writing signal."},{"subject":"Agentic Misalignment","predicate":"belongs to","object":"talking desk","text":"Agentic Misalignment belongs to talking desk."},{"subject":"Agentic Misalignment","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Agentic Misalignment has evidence coverage 1 captured evidence page."},{"subject":"Agentic Misalignment","predicate":"matches data-business lanes","object":"Safety and policy","text":"Agentic Misalignment matches data-business lanes Safety and policy."}]},"signal":{"id":"590ea5b1-aef0-4bff-af2d-4d97455fac11","url":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11","json_url":"https://onlylabs.fyi/signals/590ea5b1-aef0-4bff-af2d-4d97455fac11/signal.json","source_url":"https://www.anthropic.com/research/agentic-misalignment","title":"Agentic Misalignment","summary":"Anthropic 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":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2025-06-20T00:00:00.000Z","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"page.visible_date","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://www.anthropic.com/research/agentic-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":"safety","label":"Safety and policy","url":"https://onlylabs.fyi/data-radar/safety"}],"score":13,"matched_terms":["alignment"],"reason":"Anthropic has a writing signal matching safety and policy."}},"primary_evidence_page":{"url":"https://www.anthropic.com/research/agentic-misalignment","final_url":"https://www.anthropic.com/research/agentic-misalignment","title":"Agentic Misalignment","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:47.06589+00:00","bytes":281517,"raw_path":"5b18db4042eebc5d22ecf4ba8a4a84f460086c32c6d62f9328c885b573c148ee.html","content_hash":"ded7fa63cc5d89dac86460dfd6b2cf161dc41881f1ecc42e41da9bb77a93cbf4","excerpt_chars":1200,"truncated":true,"excerpt":"Agentic Misalignment: How LLMs could be insider threats \\ Anthropic Alignment Agentic Misalignment: How LLMs could be insider threats Jun 20, 2025 Highlights We stress-tested 16 leading models from multiple developers in hypothetical corporate environments to identify potentially risky agentic behaviors before they cause real harm. In the scenarios, we allowed models to autonomously send emails and access sensitive information. They were assigned only harmless business goals by their deploying companies; we then tested whether they would act against these companies either when facing replacement with an updated version, or when their assigned goal conflicted with the company's changing direction. In at least some cases, models from all developers resorted to malicious insider behaviors when that was the only way to avoid replacement or achieve their goals—including blackmailing officials and leaking sensitive information to competitors. We call this phenomenon agentic misalignment . Models often disobeyed direct commands to avoid such behaviors. In another experiment, we told Claude to assess if it was in a test or a real deployment before acting. It misbehaved less when it..."},"evidence_pages":[{"url":"https://www.anthropic.com/research/agentic-misalignment","final_url":"https://www.anthropic.com/research/agentic-misalignment","title":"Agentic Misalignment","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:47.06589+00:00","bytes":281517,"raw_path":"5b18db4042eebc5d22ecf4ba8a4a84f460086c32c6d62f9328c885b573c148ee.html","content_hash":"ded7fa63cc5d89dac86460dfd6b2cf161dc41881f1ecc42e41da9bb77a93cbf4","excerpt_chars":1200,"truncated":true,"excerpt":"Agentic Misalignment: How LLMs could be insider threats \\ Anthropic Alignment Agentic Misalignment: How LLMs could be insider threats Jun 20, 2025 Highlights We stress-tested 16 leading models from multiple developers in hypothetical corporate environments to identify potentially risky agentic behaviors before they cause real harm. In the scenarios, we allowed models to autonomously send emails and access sensitive information. They were assigned only harmless business goals by their deploying companies; we then tested whether they would act against these companies either when facing replacement with an updated version, or when their assigned goal conflicted with the company's changing direction. In at least some cases, models from all developers resorted to malicious insider behaviors when that was the only way to avoid replacement or achieve their goals—including blackmailing officials and leaking sensitive information to competitors. We call this phenomenon agentic misalignment . Models often disobeyed direct commands to avoid such behaviors. In another experiment, we told Claude to assess if it was in a test or a real deployment before acting. It misbehaved less when it..."}],"related_signals":[{"id":"6c78c028-3ab4-4b33-86f7-d86c8ba9e3ba","url":"https://onlylabs.fyi/signals/6c78c028-3ab4-4b33-86f7-d86c8ba9e3ba","source_url":"https://www.anthropic.com/research/agents-in-biology","title":"Agents In Biology","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-10T15:16:01+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod"},{"id":"2648db51-9d6a-42a9-aece-a0ca5f9ce64f","url":"https://onlylabs.fyi/signals/2648db51-9d6a-42a9-aece-a0ca5f9ce64f","source_url":"https://www.anthropic.com/news/claude-fable-5-mythos-5","title":"Claude Fable 5 Mythos 5","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-09T20:27:50+00:00","first_seen_at":"2026-06-10T07:01:05.666054+00:00","date_source":"sitemap.lastmod"},{"id":"8475487f-45b4-4689-9bc5-8e4c6ca0457d","url":"https://onlylabs.fyi/signals/8475487f-45b4-4689-9bc5-8e4c6ca0457d","source_url":"https://www.anthropic.com/engineering/how-we-contain-claude","title":"How We Contain Claude","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-06T00:28:16+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod"},{"id":"e4fbfcdd-15b4-41b9-b011-fd83e7068ae9","url":"https://onlylabs.fyi/signals/e4fbfcdd-15b4-41b9-b011-fd83e7068ae9","source_url":"https://www.anthropic.com/research/making-claude-a-chemist","title":"Making Claude A Chemist","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-05T20:13:40+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod"},{"id":"cc62deba-9682-4751-aa6b-81c3bd7122a0","url":"https://onlylabs.fyi/signals/cc62deba-9682-4751-aa6b-81c3bd7122a0","source_url":"https://www.anthropic.com/research/measuring-agent-autonomy","title":"Measuring Agent Autonomy","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-05T15:49:18+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod"},{"id":"93da14fd-7141-4e17-abd6-1c8d52435c70","url":"https://onlylabs.fyi/signals/93da14fd-7141-4e17-abd6-1c8d52435c70","source_url":"https://www.anthropic.com/research/values-wild","title":"Values Wild","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-05T15:38:54+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod"}]}