{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: The Anthropic Economic Index","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/2b6021d1-1cf8-4b1d-b295-da8f080571a8","json_url":"https://onlylabs.fyi/signals/2b6021d1-1cf8-4b1d-b295-da8f080571a8/signal.json","generated_at":"2026-06-11T04:15:08.53672+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/2b6021d1-1cf8-4b1d-b295-da8f080571a8","signal_json":"https://onlylabs.fyi/signals/2b6021d1-1cf8-4b1d-b295-da8f080571a8/signal.json","source":"https://www.anthropic.com/news/the-anthropic-economic-index","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 The Anthropic Economic Index. This talking signal gives public context for research themes, product direction, policy, or launch framing. High-signal details: Introducing the Anthropic Economic Index \\ Anthropic Societal Impacts Economic Research The Anthropic Economic Index Feb 10, 2025 Read the paper In the coming years, AI.... 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/the-anthropic-economic-index","source_host":"anthropic.com","occurred_at":"2025-02-10T00:00:00.000Z","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":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Safety and 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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/2b6021d1-1cf8-4b1d-b295-da8f080571a8/signal.json","required":true},{"label":"source","url":"https://www.anthropic.com/news/the-anthropic-economic-index","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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This talking signal gives public context for research themes, product direction, policy, or launch framing. 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