{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Our Approach To Understanding And Addressing Ai Harms","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06","json_url":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06/signal.json","generated_at":"2026-06-11T04:16:21.776357+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/0ae703e6-17b2-4a19-bad8-312a96b33e06","signal_json":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06/signal.json","source":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","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 Our Approach To Understanding And Addressing Ai Harms. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Understanding and Addressing AI Harms \\ Anthropic Policy Our approach to understanding and addressing AI harms Apr 21, 2025 As AI capabilities rapidly advance,.... 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/news/our-approach-to-understanding-and-addressing-ai-harms","source_host":"anthropic.com","occurred_at":"2025-04-21T00:00:00.000Z","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":"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/news/our-approach-to-understanding-and-addressing-ai-harms"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:16:21.776357+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06/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/0ae703e6-17b2-4a19-bad8-312a96b33e06/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","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 \"Our Approach To Understanding And Addressing Ai Harms\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Our Approach To Understanding And Addressing Ai Harms","text":"Anthropic published Our Approach To Understanding And Addressing Ai Harms."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"is classified as","object":"writing signal","text":"Our Approach To Understanding And Addressing Ai Harms is classified as writing signal."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"belongs to","object":"talking desk","text":"Our Approach To Understanding And Addressing Ai Harms belongs to talking desk."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Our Approach To Understanding And Addressing Ai Harms has evidence coverage 1 captured evidence page."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has captured page count","object":"1","text":"Our Approach To Understanding And Addressing Ai Harms has captured page count 1."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has readable page count","object":"1","text":"Our Approach To Understanding And Addressing Ai Harms has readable page count 1."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has related signal count","object":"6","text":"Our Approach To Understanding And Addressing Ai Harms has related signal count 6."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","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":"Our Approach To Understanding And Addressing Ai Harms 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":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has source host","object":"anthropic.com","text":"Our Approach To Understanding And Addressing Ai Harms has source host anthropic.com."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has lab","object":"Anthropic","text":"Our Approach To Understanding And Addressing Ai Harms has lab Anthropic."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has signal desk","object":"talking","text":"Our Approach To Understanding And Addressing Ai Harms has signal desk talking."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has source host","object":"anthropic.com","text":"Our Approach To Understanding And Addressing Ai Harms has source host anthropic.com."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has watch term","object":"Eval methodology","text":"Our Approach To Understanding And Addressing Ai Harms has watch term Eval methodology."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has watch term","object":"Infrastructure","text":"Our Approach To Understanding And Addressing Ai Harms has watch term Infrastructure."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has watch term","object":"Safety and alignment","text":"Our Approach To Understanding And Addressing Ai Harms has watch term Safety and alignment."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has watch term","object":"Agents and tool use","text":"Our Approach To Understanding And Addressing Ai Harms has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published Our Approach To Understanding And Addressing Ai Harms. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Understanding and Addressing AI Harms \\ Anthropic Policy Our approach to understanding and addressing AI harms Apr 21, 2025 As AI capabilities rapidly advance,.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Our Approach To Understanding And Addressing Ai Harms","text":"Anthropic published Our Approach To Understanding And Addressing Ai Harms."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"is classified as","object":"writing signal","text":"Our Approach To Understanding And Addressing Ai Harms is classified as writing signal."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"belongs to","object":"talking desk","text":"Our Approach To Understanding And Addressing Ai Harms belongs to talking desk."},{"subject":"Our Approach To Understanding And Addressing Ai Harms","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Our Approach To Understanding And Addressing Ai Harms has evidence coverage 1 captured evidence page."}]},"signal":{"id":"0ae703e6-17b2-4a19-bad8-312a96b33e06","url":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06","json_url":"https://onlylabs.fyi/signals/0ae703e6-17b2-4a19-bad8-312a96b33e06/signal.json","source_url":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","title":"Our Approach To Understanding And Addressing Ai Harms","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":"2025-04-21T00:00:00.000Z","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/news/our-approach-to-understanding-and-addressing-ai-harms"]},"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/news/our-approach-to-understanding-and-addressing-ai-harms","final_url":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","title":"Our Approach To Understanding And Addressing Ai Harms","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:21.776357+00:00","bytes":130808,"raw_path":"76bd0a5c7994a326bd5a439181de567f99b45aa37133f9f6bab05c559d0786dc.html","content_hash":"74ea4129df7ecb2b0f50e428d3f5e9911c5061ab06ba97dcb905d3cafaf00984","excerpt_chars":1200,"truncated":true,"excerpt":"Understanding and Addressing AI Harms \\ Anthropic Policy Our approach to understanding and addressing AI harms Apr 21, 2025 As AI capabilities rapidly advance, understanding and addressing the full spectrum of potential impacts becomes increasingly important. Today, we&#x27;re sharing insights into our evolving approach to assessing and mitigating various harms that could result from our systems, ranging from catastrophic scenarios like biological threats to critical concerns like child safety, disinformation and fraud. Why is this approach important? As models continue to evolve, we need more comprehensive ways to think about and manage their potential impacts. We believe that considering different types of harms in a structured way helps us better understand the challenges ahead and informs our thinking about responsible AI development. Our approach complements our Responsible Scaling Policy (RSP) , which focuses specifically on catastrophic risks. Identifying and addressing the full range of potential impacts requires a broader perspective. That&#x27;s why we&#x27;ve built out a more comprehensive framework to assess harm that we can then proportionately manage and mitigate...."},"evidence_pages":[{"url":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","final_url":"https://www.anthropic.com/news/our-approach-to-understanding-and-addressing-ai-harms","title":"Our Approach To Understanding And Addressing Ai Harms","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:16:21.776357+00:00","bytes":130808,"raw_path":"76bd0a5c7994a326bd5a439181de567f99b45aa37133f9f6bab05c559d0786dc.html","content_hash":"74ea4129df7ecb2b0f50e428d3f5e9911c5061ab06ba97dcb905d3cafaf00984","excerpt_chars":1200,"truncated":true,"excerpt":"Understanding and Addressing AI Harms \\ Anthropic Policy Our approach to understanding and addressing AI harms Apr 21, 2025 As AI capabilities rapidly advance, understanding and addressing the full spectrum of potential impacts becomes increasingly important. Today, we&#x27;re sharing insights into our evolving approach to assessing and mitigating various harms that could result from our systems, ranging from catastrophic scenarios like biological threats to critical concerns like child safety, disinformation and fraud. Why is this approach important? As models continue to evolve, we need more comprehensive ways to think about and manage their potential impacts. We believe that considering different types of harms in a structured way helps us better understand the challenges ahead and informs our thinking about responsible AI development. Our approach complements our Responsible Scaling Policy (RSP) , which focuses specifically on catastrophic risks. Identifying and addressing the full range of potential impacts requires a broader perspective. That&#x27;s why we&#x27;ve built out a more comprehensive framework to assess harm that we can then proportionately manage and mitigate...."}],"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"}]}