{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: N Days","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645","json_url":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645/signal.json","generated_at":"2026-06-27T00:49:02.031Z","evidence_latest_fetched_at":"2026-06-17T20:04:02.85123+00:00","signal_first_seen_at":"2026-06-17T20:00:31.646229+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/1c49cc5e-29d7-4734-947e-544437843645","signal_json":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645/signal.json","source":"https://www.anthropic.com/research/n-days","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 N Days. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive Anthropic blog post without major traction · Measuring LLMs' impact on N-day exploits \\ Anthropic Frontier Red Team Measuring LLMs’ impact on N-day exploits Jun 8, 2026 Winnie Xiao, Tim Abbott, Nicholas.... 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/n-days","source_host":"anthropic.com","occurred_at":"2026-06-08T00:00:00.000Z","first_seen_at":"2026-06-17T20:00:31.646229+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":"Notability","value":"Substantive Anthropic blog post without major traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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/n-days"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-17T20:04:02.85123+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645/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/1c49cc5e-29d7-4734-947e-544437843645/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/research/n-days","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 \"N Days\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"N Days","text":"Anthropic published N Days."},{"subject":"N Days","predicate":"is classified as","object":"writing signal","text":"N Days is classified as writing signal."},{"subject":"N Days","predicate":"belongs to","object":"talking desk","text":"N Days belongs to talking desk."},{"subject":"N Days","predicate":"has evidence coverage","object":"1 captured evidence page","text":"N Days has evidence coverage 1 captured evidence page."},{"subject":"N Days","predicate":"has captured page count","object":"1","text":"N Days has captured page count 1."},{"subject":"N Days","predicate":"has readable page count","object":"1","text":"N Days has readable page count 1."},{"subject":"N Days","predicate":"has related signal count","object":"6","text":"N Days has related signal count 6."},{"subject":"N Days","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":"N Days 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":"N Days","predicate":"has source host","object":"anthropic.com","text":"N Days has source host anthropic.com."},{"subject":"N Days","predicate":"has lab","object":"Anthropic","text":"N Days has lab Anthropic."},{"subject":"N Days","predicate":"has signal desk","object":"talking","text":"N Days has signal desk talking."},{"subject":"N Days","predicate":"has source host","object":"anthropic.com","text":"N Days has source host anthropic.com."},{"subject":"N Days","predicate":"has notability","object":"Substantive Anthropic blog post without major traction","text":"N Days has notability Substantive Anthropic blog post without major traction."},{"subject":"N Days","predicate":"has watch term","object":"Eval methodology","text":"N Days has watch term Eval methodology."},{"subject":"N Days","predicate":"has watch term","object":"Data pipeline","text":"N Days has watch term Data pipeline."},{"subject":"N Days","predicate":"has watch term","object":"Safety and alignment","text":"N Days has watch term Safety and alignment."},{"subject":"N Days","predicate":"has watch term","object":"Agents and tool use","text":"N Days has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published N Days. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Substantive Anthropic blog post without major traction · Measuring LLMs' impact on N-day exploits \\ Anthropic Frontier Red Team Measuring LLMs’ impact on N-day exploits Jun 8, 2026 Winnie Xiao, Tim Abbott, Nicholas.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"N Days","text":"Anthropic published N Days."},{"subject":"N Days","predicate":"is classified as","object":"writing signal","text":"N Days is classified as writing signal."},{"subject":"N Days","predicate":"belongs to","object":"talking desk","text":"N Days belongs to talking desk."},{"subject":"N Days","predicate":"has evidence coverage","object":"1 captured evidence page","text":"N Days has evidence coverage 1 captured evidence page."}]},"signal":{"id":"1c49cc5e-29d7-4734-947e-544437843645","url":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645","json_url":"https://onlylabs.fyi/signals/1c49cc5e-29d7-4734-947e-544437843645/signal.json","source_url":"https://www.anthropic.com/research/n-days","title":"N Days","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":"2026-06-08T00:00:00.000Z","first_seen_at":"2026-06-17T20:00:31.646229+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/n-days"]},"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":{"is_primary":true,"source_match":true,"url":"https://www.anthropic.com/research/n-days","final_url":"https://www.anthropic.com/research/n-days","title":"N Days","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-17T20:04:02.85123+00:00","bytes":170470,"raw_path":"823aee61729ce1299fec4552e32b6fe47f589032e7bad810f00d3df4ee5dc221.html","content_hash":"b670e75d9aa697ea42bb064ea214d2b88b702b457836f795a40271e756db3268","excerpt_chars":1200,"truncated":true,"excerpt":"Measuring LLMs' impact on N-day exploits \\ Anthropic Frontier Red Team Measuring LLMs’ impact on N-day exploits Jun 8, 2026 Winnie Xiao, Tim Abbott, Nicholas Carlini, Newton Cheng, David Forsythe, Keane Lucas, Milad Nasr, and Shikhar Sakhuja For the last few months, we’ve been writing about large language models’ cybersecurity capabilities. For the most part, we’ve focused on zero-days—vulnerabilities that are unknown to the software’s maintainers. But a large fraction of real-world harm comes from N-days : vulnerabilities that have already been publicly disclosed, but only patched on some devices. Attackers exploit the many systems that haven't yet applied the patch, during what’s known as the “patch gap.” In some ways, N-days are the more dangerous of the two, because the patch itself provides a roadmap to the bug. Once software vendors publish their security updates, attackers can “patch diff”: compare the pre-patched source code or binary against the new one to locate exactly what changed, and then reverse-engineer the vulnerability that the patch was meant to fix. This means that a working exploit is often simply a matter of time. Historically, patch diffing has..."},"evidence_pages":[],"related_signals":[{"id":"9caf7d39-0d96-42d0-8b59-e72f7e502ec4","url":"https://onlylabs.fyi/signals/9caf7d39-0d96-42d0-8b59-e72f7e502ec4","source_url":"https://www.anthropic.com/research/economic-index-june-2026-report","title":"Economic Index June 2026 Report","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-06-26T23:50:17+00:00","first_seen_at":"2026-06-26T16:00:32.297045+00:00","date_source":"sitemap.lastmod"},{"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":"2026-06-08T00:00:00.000Z","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"page.visible_date"},{"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":"2026-06-05T00:00:00.000Z","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"page.visible_date"},{"id":"b8472bfd-c32b-4d72-ae98-d8a4f1a1278f","url":"https://onlylabs.fyi/signals/b8472bfd-c32b-4d72-ae98-d8a4f1a1278f","source_url":"https://www.anthropic.com/research/exploit","title":"Exploit","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-03-06T00:00:00.000Z","first_seen_at":"2026-06-17T20:00:31.646229+00:00","date_source":"page.visible_date"},{"id":"5f0f346c-0718-4d81-a174-d18cae51efa3","url":"https://onlylabs.fyi/signals/5f0f346c-0718-4d81-a174-d18cae51efa3","source_url":"https://www.anthropic.com/research/critical-infrastructure-defense","title":"Critical Infrastructure Defense","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2026-01-08T00:00:00.000Z","first_seen_at":"2026-06-17T20:00:31.646229+00:00","date_source":"page.visible_date"},{"id":"b8ad5d26-1905-4d23-a2e0-c2c477cbb462","url":"https://onlylabs.fyi/signals/b8ad5d26-1905-4d23-a2e0-c2c477cbb462","source_url":"https://www.anthropic.com/news/core-views-on-ai-safety","title":"Core Views On Ai Safety","context":null,"kind":{"key":"post_published","label":"Writing"},"org":{"slug":"anthropic","name":"Anthropic","category":"frontier-lab"},"occurred_at":"2023-03-08T00:00:00.000Z","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"page.visible_date"}]}