{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Coding Agents Social Sciences","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/92d79ccc-0504-4499-a191-695c9e946dea","json_url":"https://onlylabs.fyi/signals/92d79ccc-0504-4499-a191-695c9e946dea/signal.json","generated_at":"2026-06-09T02:21:34.449296+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/92d79ccc-0504-4499-a191-695c9e946dea","signal_json":"https://onlylabs.fyi/signals/92d79ccc-0504-4499-a191-695c9e946dea/signal.json","source":"https://www.anthropic.com/research/coding-agents-social-sciences","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 Coding Agents Social Sciences. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Coding agents in the social sciences \\ Anthropic Economic Research Coding agents in the social sciences May 27, 2026 Summary We present results from a survey of 1,260.... 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/coding-agents-social-sciences","source_host":"anthropic.com","occurred_at":"2026-05-27T23:35:45+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod","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":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/92d79ccc-0504-4499-a191-695c9e946dea/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/research/coding-agents-social-sciences","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 \"Coding Agents Social Sciences\" for frontier lab strategy."},"semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Coding Agents Social Sciences","text":"Anthropic published Coding Agents Social Sciences."},{"subject":"Coding Agents Social Sciences","predicate":"is classified as","object":"writing signal","text":"Coding Agents Social Sciences is classified as writing signal."},{"subject":"Coding Agents Social Sciences","predicate":"belongs to","object":"talking desk","text":"Coding Agents Social Sciences belongs to talking desk."},{"subject":"Coding Agents Social Sciences","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Coding Agents Social Sciences has evidence coverage 1 captured evidence page."},{"subject":"Coding Agents Social Sciences","predicate":"has captured page count","object":"1","text":"Coding Agents Social Sciences has captured page count 1."},{"subject":"Coding Agents 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lab","object":"Anthropic","text":"Coding Agents Social Sciences has lab Anthropic."},{"subject":"Coding Agents Social Sciences","predicate":"has signal desk","object":"talking","text":"Coding Agents Social Sciences has signal desk talking."},{"subject":"Coding Agents Social Sciences","predicate":"has source host","object":"anthropic.com","text":"Coding Agents Social Sciences has source host anthropic.com."},{"subject":"Coding Agents Social Sciences","predicate":"has watch term","object":"Data pipeline","text":"Coding Agents Social Sciences has watch term Data pipeline."},{"subject":"Coding Agents Social Sciences","predicate":"has watch term","object":"Infrastructure","text":"Coding Agents Social Sciences has watch term Infrastructure."},{"subject":"Coding Agents Social Sciences","predicate":"has watch term","object":"Agents and tool use","text":"Coding Agents Social Sciences has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"talking","answer":"Anthropic published Coding Agents Social Sciences. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Coding agents in the social sciences \\ Anthropic Economic Research Coding agents in the social sciences May 27, 2026 Summary We present results from a survey of 1,260.... onlylabs links this event to 1 captured evidence page and 6 related writing signals.","semantic_triples":[{"subject":"Anthropic","predicate":"published","object":"Coding Agents Social Sciences","text":"Anthropic published Coding Agents Social Sciences."},{"subject":"Coding Agents Social Sciences","predicate":"is classified as","object":"writing signal","text":"Coding Agents Social Sciences is classified as writing signal."},{"subject":"Coding Agents Social Sciences","predicate":"belongs to","object":"talking desk","text":"Coding Agents Social Sciences belongs to talking desk."},{"subject":"Coding Agents Social Sciences","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Coding Agents Social Sciences has evidence coverage 1 captured evidence page."}]},"signal":{"id":"92d79ccc-0504-4499-a191-695c9e946dea","url":"https://onlylabs.fyi/signals/92d79ccc-0504-4499-a191-695c9e946dea","json_url":"https://onlylabs.fyi/signals/92d79ccc-0504-4499-a191-695c9e946dea/signal.json","source_url":"https://www.anthropic.com/research/coding-agents-social-sciences","title":"Coding Agents Social Sciences","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":"2026-05-27T23:35:45+00:00","first_seen_at":"2026-06-09T02:17:26.339488+00:00","date_source":"sitemap.lastmod","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/coding-agents-social-sciences"]},"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/coding-agents-social-sciences","final_url":"https://www.anthropic.com/research/coding-agents-social-sciences","title":"Coding Agents Social Sciences","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-09T02:21:34.449296+00:00","bytes":166942,"raw_path":"efe2b5110c7bf124752bc5a26c75603f7ba32c691e0d2a536f3ec21bc27d60b8.html","content_hash":"54c8dc683b0ff50b9ba65eb31b175bea035ef87f09df120edcc4ea4e21708875","excerpt_chars":1200,"truncated":true,"excerpt":"Coding agents in the social sciences \\ Anthropic Economic Research Coding agents in the social sciences May 27, 2026 Summary We present results from a survey of 1,260 social scientists about AI and coding agent use, fielded in February and March 2026. The vast majority of respondents (81%) have tried using AI chatbots in research, particularly for writing code and editing prose. But only 20% have adopted coding agents—tools like Claude Code that autonomously write and execute analysis code—into their work. There are sharp disparities in use of coding agents. Twice as many researchers with typically male names use coding agents as those with female names. Researchers at top universities are 40% more likely than others to use coding agents. Users of coding agents post more working papers and grant proposals than others in the same discipline and career stage, but this could reflect pre-existing differences among early adopters. Researchers are more optimistic about AI helping write publishable papers than about the effects of AI on the social sciences as a whole. How are AI coding agents changing how we study the economy and society? The human sciences are shifting: for the first..."},"evidence_pages":[{"url":"https://www.anthropic.com/research/coding-agents-social-sciences","final_url":"https://www.anthropic.com/research/coding-agents-social-sciences","title":"Coding Agents Social Sciences","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-09T02:21:34.449296+00:00","bytes":166942,"raw_path":"efe2b5110c7bf124752bc5a26c75603f7ba32c691e0d2a536f3ec21bc27d60b8.html","content_hash":"54c8dc683b0ff50b9ba65eb31b175bea035ef87f09df120edcc4ea4e21708875","excerpt_chars":1200,"truncated":true,"excerpt":"Coding agents in the social sciences \\ Anthropic Economic Research Coding agents in the social sciences May 27, 2026 Summary We present results from a survey of 1,260 social scientists about AI and coding agent use, fielded in February and March 2026. The vast majority of respondents (81%) have tried using AI chatbots in research, particularly for writing code and editing prose. But only 20% have adopted coding agents—tools like Claude Code that autonomously write and execute analysis code—into their work. There are sharp disparities in use of coding agents. Twice as many researchers with typically male names use coding agents as those with female names. Researchers at top universities are 40% more likely than others to use coding agents. Users of coding agents post more working papers and grant proposals than others in the same discipline and career stage, but this could reflect pre-existing differences among early adopters. Researchers are more optimistic about AI helping write publishable papers than about the effects of AI on the social sciences as a whole. How are AI coding agents changing how we study the economy and society? The human sciences are shifting: for the first..."}],"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"}]}