{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Economic Research","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ac318081-a677-4464-b8cf-e004035c50a6","json_url":"https://onlylabs.fyi/signals/ac318081-a677-4464-b8cf-e004035c50a6/signal.json","generated_at":"2026-06-11T04:15:12.917434+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/ac318081-a677-4464-b8cf-e004035c50a6","signal_json":"https://onlylabs.fyi/signals/ac318081-a677-4464-b8cf-e004035c50a6/signal.json","source":"https://www.anthropic.com/research/team/economic-research","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 Economic Research. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Economic Research \\ Anthropic Back to Overview Economic Research The Economic Research team studies how AI is reshaping the economy, including work, productivity, and.... 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/team/economic-research","source_host":"anthropic.com","occurred_at":"2026-03-24T00:00:00.000Z","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":"Safety and alignment","source":"evidence"},{"label":"Watch term","value":"Agents and tool 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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/ac318081-a677-4464-b8cf-e004035c50a6/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/research/team/economic-research","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 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Research","predicate":"has source host","object":"anthropic.com","text":"Economic Research has source host anthropic.com."},{"subject":"Economic Research","predicate":"has watch term","object":"Safety and alignment","text":"Economic Research has watch term Safety and alignment."},{"subject":"Economic Research","predicate":"has watch term","object":"Agents and tool use","text":"Economic Research has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published Economic Research. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Economic Research \\ Anthropic Back to Overview Economic Research The Economic Research team studies how AI is reshaping the economy, including work, productivity, and.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Economic Research","text":"Anthropic published Economic Research."},{"subject":"Economic Research","predicate":"is classified as","object":"writing signal","text":"Economic Research is classified as writing signal."},{"subject":"Economic Research","predicate":"belongs to","object":"talking desk","text":"Economic Research belongs to talking desk."},{"subject":"Economic Research","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Economic Research has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ac318081-a677-4464-b8cf-e004035c50a6","url":"https://onlylabs.fyi/signals/ac318081-a677-4464-b8cf-e004035c50a6","json_url":"https://onlylabs.fyi/signals/ac318081-a677-4464-b8cf-e004035c50a6/signal.json","source_url":"https://www.anthropic.com/research/team/economic-research","title":"Economic Research","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":"2026-03-24T00:00:00.000Z","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/team/economic-research"]},"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/team/economic-research","final_url":"https://www.anthropic.com/research/team/economic-research","title":"Economic Research","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:15:12.917434+00:00","bytes":144103,"raw_path":"71cbf8a3e893b1c0319fdfd4d4e88143f58144ea8ef1b7f1ed28f0792e73d433.html","content_hash":"5d9f9c294e047270d72ac93e4715e4745c59ee9824aede43ede8d7949359d89e","excerpt_chars":1200,"truncated":true,"excerpt":"Economic Research \\ Anthropic Back to Overview Economic Research The Economic Research team studies how AI is reshaping the economy, including work, productivity, and economic opportunity. Through rigorous data collection and analysis, we track AI's real-world economic effects and publish research that helps policymakers, businesses, and the public understand and prepare for the changes ahead. Research teams: Alignment Economic Research Interpretability Societal Impacts What We Do We build the empirical foundation for understanding AI's economic impact. Our flagship Anthropic Economic Index tracks how AI tools are actually being used around the world and across every sector of the economy—moving beyond speculation to measure adoption patterns as they unfold. Alongside our index reports, we produce novel research that studies the implications of AI usage and diffusion—as tracked in the index—for workers, for firms, and for the broader economy. Why It Matters Economic transitions create both opportunity and disruption. The speed of AI development means the stakes are unusually high. We need reliable data to inform the decisions that workers, employers, and policymakers..."},"evidence_pages":[{"url":"https://www.anthropic.com/research/team/economic-research","final_url":"https://www.anthropic.com/research/team/economic-research","title":"Economic Research","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:15:12.917434+00:00","bytes":144103,"raw_path":"71cbf8a3e893b1c0319fdfd4d4e88143f58144ea8ef1b7f1ed28f0792e73d433.html","content_hash":"5d9f9c294e047270d72ac93e4715e4745c59ee9824aede43ede8d7949359d89e","excerpt_chars":1200,"truncated":true,"excerpt":"Economic Research \\ Anthropic Back to Overview Economic Research The Economic Research team studies how AI is reshaping the economy, including work, productivity, and economic opportunity. Through rigorous data collection and analysis, we track AI's real-world economic effects and publish research that helps policymakers, businesses, and the public understand and prepare for the changes ahead. Research teams: Alignment Economic Research Interpretability Societal Impacts What We Do We build the empirical foundation for understanding AI's economic impact. Our flagship Anthropic Economic Index tracks how AI tools are actually being used around the world and across every sector of the economy—moving beyond speculation to measure adoption patterns as they unfold. Alongside our index reports, we produce novel research that studies the implications of AI usage and diffusion—as tracked in the index—for workers, for firms, and for the broader economy. Why It Matters Economic transitions create both opportunity and disruption. The speed of AI development means the stakes are unusually high. We need reliable data to inform the decisions that workers, employers, and policymakers..."}],"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"}]}