{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Shade Arena Sabotage Monitoring","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813","json_url":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813/signal.json","generated_at":"2026-06-11T04:16:45.376656+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/36f680fd-fcc9-4c0d-809d-594b48200813","signal_json":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813/signal.json","source":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","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":null},"answer_pack":{"answer":"Anthropic published Shade Arena Sabotage Monitoring. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents \\ Anthropic Alignment SHADE-Arena: Evaluating sabotage and monitoring in LLM agents Jun 16, 2025 Read the.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","signal_desk":"talking","source_context":{"source_url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","source_host":"anthropic.com","occurred_at":"2025-06-16T00:00:00.000Z","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":"Watch term","value":"Eval methodology","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/shade-arena-sabotage-monitoring"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:16:45.376656+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813/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":null,"opportunities_json":null},"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?","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/36f680fd-fcc9-4c0d-809d-594b48200813/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","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":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 \"Shade Arena Sabotage Monitoring\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Shade Arena Sabotage Monitoring","text":"Anthropic published Shade Arena Sabotage Monitoring."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"is classified as","object":"writing signal","text":"Shade Arena Sabotage Monitoring is classified as writing signal."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"belongs to","object":"talking desk","text":"Shade Arena Sabotage Monitoring belongs to talking desk."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Shade Arena Sabotage Monitoring has evidence coverage 1 captured evidence page."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has captured page count","object":"1","text":"Shade Arena Sabotage Monitoring has captured page count 1."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has readable page count","object":"1","text":"Shade Arena Sabotage Monitoring has readable page count 1."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has related signal count","object":"6","text":"Shade Arena Sabotage Monitoring has related signal count 6."},{"subject":"Shade Arena Sabotage Monitoring","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":"Shade Arena Sabotage Monitoring 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":"Shade Arena Sabotage Monitoring","predicate":"has source host","object":"anthropic.com","text":"Shade Arena Sabotage Monitoring has source host anthropic.com."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has lab","object":"Anthropic","text":"Shade Arena Sabotage Monitoring has lab Anthropic."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has signal desk","object":"talking","text":"Shade Arena Sabotage Monitoring has signal desk talking."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has source host","object":"anthropic.com","text":"Shade Arena Sabotage Monitoring has source host anthropic.com."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has watch term","object":"Eval methodology","text":"Shade Arena Sabotage Monitoring has watch term Eval methodology."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has watch term","object":"Safety and alignment","text":"Shade Arena Sabotage Monitoring has watch term Safety and alignment."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has watch term","object":"Agents and tool use","text":"Shade Arena Sabotage Monitoring has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published Shade Arena Sabotage Monitoring. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents \\ Anthropic Alignment SHADE-Arena: Evaluating sabotage and monitoring in LLM agents Jun 16, 2025 Read the.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Shade Arena Sabotage Monitoring","text":"Anthropic published Shade Arena Sabotage Monitoring."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"is classified as","object":"writing signal","text":"Shade Arena Sabotage Monitoring is classified as writing signal."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"belongs to","object":"talking desk","text":"Shade Arena Sabotage Monitoring belongs to talking desk."},{"subject":"Shade Arena Sabotage Monitoring","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Shade Arena Sabotage Monitoring has evidence coverage 1 captured evidence page."}]},"signal":{"id":"36f680fd-fcc9-4c0d-809d-594b48200813","url":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813","json_url":"https://onlylabs.fyi/signals/36f680fd-fcc9-4c0d-809d-594b48200813/signal.json","source_url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","title":"Shade Arena Sabotage Monitoring","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":"2025-06-16T00:00:00.000Z","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/shade-arena-sabotage-monitoring"]},"facets":{},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","final_url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","title":"Shade Arena Sabotage Monitoring","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:45.376656+00:00","bytes":150822,"raw_path":"d8bfee5124183804898d85fbd906647c236a5a6cbf10cbc1e318e426c6f8ddf9.html","content_hash":"e1c89aa7aedbe717b16d0c349d00afe3fecc846289b4ae12ecce2135d5c30248","excerpt_chars":1200,"truncated":true,"excerpt":"SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents \\ Anthropic Alignment SHADE-Arena: Evaluating sabotage and monitoring in LLM agents Jun 16, 2025 Read the paper As AI models get smarter, we also need to become smarter in how we monitor them. More intelligent systems can take more complex actions, which is great news for coders, researchers, and anyone else who’s using AI for difficult work tasks. But if those actions are misaligned—that is, if they’re out of step with what users want AI models to do—their complexity could make them particularly dangerous. One type of misaligned action is sabotage . This is when a model takes steps in secret to subvert the user’s intentions—performing actions they weren’t tasked to do while appearing from the outside to be doing their normal job. Whereas current models are limited enough that the threat of sabotage appears remote, future models that are more agentic, and that have more well-developed goals, might decide to sabotage users in certain cases—for example if put in a situation where those goals are threatened. Last year, we published an initial set of evaluations to check a model’s propensity to engage in sabotage actions..."},"evidence_pages":[{"url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","final_url":"https://www.anthropic.com/research/shade-arena-sabotage-monitoring","title":"Shade Arena Sabotage Monitoring","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:45.376656+00:00","bytes":150822,"raw_path":"d8bfee5124183804898d85fbd906647c236a5a6cbf10cbc1e318e426c6f8ddf9.html","content_hash":"e1c89aa7aedbe717b16d0c349d00afe3fecc846289b4ae12ecce2135d5c30248","excerpt_chars":1200,"truncated":true,"excerpt":"SHADE-Arena: Evaluating Sabotage and Monitoring in LLM Agents \\ Anthropic Alignment SHADE-Arena: Evaluating sabotage and monitoring in LLM agents Jun 16, 2025 Read the paper As AI models get smarter, we also need to become smarter in how we monitor them. More intelligent systems can take more complex actions, which is great news for coders, researchers, and anyone else who’s using AI for difficult work tasks. But if those actions are misaligned—that is, if they’re out of step with what users want AI models to do—their complexity could make them particularly dangerous. One type of misaligned action is sabotage . This is when a model takes steps in secret to subvert the user’s intentions—performing actions they weren’t tasked to do while appearing from the outside to be doing their normal job. Whereas current models are limited enough that the threat of sabotage appears remote, future models that are more agentic, and that have more well-developed goals, might decide to sabotage users in certain cases—for example if put in a situation where those goals are threatened. Last year, we published an initial set of evaluations to check a model’s propensity to engage in sabotage actions..."}],"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"}]}