{"schema_version":"onlylabs.public_signal.v1","title":"Anthropic Writing: Economic Index June 2026 Report","description":"Anthropic writing signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9caf7d39-0d96-42d0-8b59-e72f7e502ec4","json_url":"https://onlylabs.fyi/signals/9caf7d39-0d96-42d0-8b59-e72f7e502ec4/signal.json","generated_at":"2026-06-27T01:40:35.254Z","evidence_latest_fetched_at":"2026-06-26T16:03:01.028+00:00","signal_first_seen_at":"2026-06-26T16:00:32.297045+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/9caf7d39-0d96-42d0-8b59-e72f7e502ec4","signal_json":"https://onlylabs.fyi/signals/9caf7d39-0d96-42d0-8b59-e72f7e502ec4/signal.json","source":"https://www.anthropic.com/research/economic-index-june-2026-report","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 Index June 2026 Report. 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With the rapid growth of Claude Code and Cowork, Claude sessions now increasingly consist of long-running agentic tasks. Chat transcripts no longer fully capture how people are using AI, and our methods for studying Claude’s economic impacts have had to adapt. To keep pace, we made several changes to our data pipeline for the Economic Index. In this version, we: Sample data at a higher rate, allowing us to view usage patterns down to the hourly level. Introduce a new classifier that labels the output of each conversation. Share more granular data, breaking out results for chat and Cowork conversations (together, “Claude conversations”) and the 1P API, aggregated at a monthly level. 1 We describe additional methodological changes in the Appendix . Together, these changes provide a clearer picture of how AI mirrors and diffuses into economic life. In addition, we’ve previously lacked visibility into Claude’s impact outside of user..."},"evidence_pages":[{"is_primary":false,"source_match":false,"url":"https://cdn.sanity.io/files/4zrzovbb/website/9e0eadc8097864886c5d5060ebb1f89b02ea29d6.pdf","final_url":"https://cdn.sanity.io/files/4zrzovbb/website/9e0eadc8097864886c5d5060ebb1f89b02ea29d6.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-26T16:03:01.028+00:00","bytes":3259219,"raw_path":"65ead1cd3b93566b58284a2eb0cb8839e044fec7bae0365342edd84d49075319.pdf","content_hash":"5215ed71fc9f95c67a0fabdf57f35e15462943405c9a7b7278cc8c32d8455828","excerpt_chars":1200,"truncated":true,"excerpt":"Anthropic Economic Index report: Cadences Anthropic Economic Index report: Cadences Authors Maxim Massenkoff, Eva Lyubich, Szymon Sacher, Zoe Hitzig, Shaoyi Zhang, Ryan Heller, Peter McCrory Published June 26, 2026 Acknowledgements Scott Booth, Keir Bradwell, Meredith Callan, Dexter Callender III, Boris Cherny, Chris Doenlen, Eleanor Dorfman, Jake Eaton, Evan Frondorf, Deep Ganguli, Romello Goodman, Ankit Gupta, Kunal Handa, Rebecca Hiscott, Andrew Ho, Hanah Ho, Jerry Hong, Saffron Huang, Mo Julapalli, Katie Kennedy, Jennifer Martinez, Miles McCain, Kelsey Nanan, Tyler Neylon, Adnan Pirzada, Dianne Penn, Kerry Persen, Sarah Pollack, Ankur Rathi, Santi Ruiz, David Saunders, Ankit Siva, Michael Stern, Ami Vora, Scott White, Heather Whitney, Kim Withee, Ryan Zauk, Jack Clark. Introduction One year ago, most Claude usage took the form of a conversation between a user and an assistant. Today, with the rapid growth of Claude Code and Cowork, Claude sessions increasingly consist of long-running agentic tasks. A chat transcript no longer fully captures how people are using AI, and our methods for studying Claude’s economic impacts have had to rapidly adapt. To keep pace, we made several..."},{"is_primary":false,"source_match":false,"url":"https://cdn.sanity.io/files/4zrzovbb/website/8eb31e1d187ff18146d248bbef8b2754971f0f5a.pdf","final_url":"https://cdn.sanity.io/files/4zrzovbb/website/8eb31e1d187ff18146d248bbef8b2754971f0f5a.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-26T16:03:00.995+00:00","bytes":2707791,"raw_path":"f3f4ddfe6bbcd41d1e147524c57d1e72c8f0e3715cc81c568c9e9c39ac4bdb9e.pdf","content_hash":"064e71a051c199fab795aba0e0c5ffd6878bb692d1058481d319e4d14a061754","excerpt_chars":1200,"truncated":true,"excerpt":"anthropic.com Appendix to “Anthropic Economic Index report: Cadences” June 2026 CHAPTER 1 Changes to the economic index pipeline With this release, we made several changes to how we sample and classify Claude traffic. We now sample a fixed number of conversations every hour. (In previous Economic Index reports, our data spanned a week of activity.) We also changed how we map conversations to ONET tasks. The previous classifier traversed a tree, first picking high-level ONET categories that we had hand-crafted. Now, the ONET classifier picks a detailed work activity (DWA) in the first step, then picks among the DWA’s constituent tasks in the second. We also switched over to the ONET version 30.2, released in February 2026. The new ONET classifier also reversed the order (the transcript appears at the end of the input) so that the prefix can be cached. Since Claude may have order preferences over the categories presented to it, we shuffle the options in the prefix (using a predefined set of orderings to preserve caching). In the second step, the ONET classifier is asked to specify the ONET tasks that best describe the work being done in the transcript. It is asked to provide pairs..."},{"is_primary":false,"source_match":false,"url":"https://www-cdn.anthropic.com/7b76335c444876a93fa22a63aabb4aeb820aff25.pdf","final_url":"https://www-cdn.anthropic.com/7b76335c444876a93fa22a63aabb4aeb820aff25.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":"application/pdf","capture_method":"failed","fetched_at":"2026-06-26T16:03:00.522+00:00","bytes":13850183,"raw_path":"1c4821a9552e2d95d788c693bf3b9cd3e1375667ef018a2b98931463dc9342b9.pdf","content_hash":"42c34a517e9184ff06d5e3ab084e8a70c013c6fda60db4c97407bfbd582fde42","excerpt_chars":1200,"truncated":false,"excerpt":null},{"is_primary":false,"source_match":false,"url":"https://www.federalreserve.gov/publications/files/2021-report-economic-well-being-us-households-202205.pdf","final_url":"https://www.federalreserve.gov/publications/files/2021-report-economic-well-being-us-households-202205.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-26T16:03:00.386+00:00","bytes":2780746,"raw_path":"ce1b94b97f937f288e809c50dfbace393639f69647008b91f37f0ae6f90f6856.pdf","content_hash":"6de05499b0e1741e48139309db5b16d2a19ad23a402424f096738653e7b6fff8","excerpt_chars":1200,"truncated":true,"excerpt":"RESEARCH & ANALYSIS Economic Well-Being of U.S. Households in 2021 May 2022 BOARD OF GOVERNORS OF THE FEDERAL RESERVE SYSTEM The Federal Reserve System is the central bank of the United States. It performs five key functions to promote the effective operation of the U.S. economy and, more generally, the public interest. The Federal Reserve ■ conducts the nation’s monetary policy to promote maximum employment and stable prices in the U.S. economy; ■ promotes the stability of the financial system and seeks to minimize and contain systemic risks through active monitoring and engagement in the U.S. and abroad; ■ promotes the safety and soundness of individual financial institutions and monitors their impact on the financial system as a whole; ■ fosters payment and settlement system safety and efficiency through services to the banking industry and U.S. government that facilitate U.S.-dollar transactions and payments; and ■ promotes consumer protection and community development through consumer-focused supervision and examination, research and analysis of emerging consumer issues and trends, community economic development activities, and administration of consumer laws and regulations...."},{"is_primary":false,"source_match":false,"url":"https://cdn.sanity.io/files/4zrzovbb/website/03ed1410f74a65ae4cc2a27120d0875e1e569535.pdf","final_url":"https://cdn.sanity.io/files/4zrzovbb/website/03ed1410f74a65ae4cc2a27120d0875e1e569535.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":"application/pdf","capture_method":"exa","fetched_at":"2026-06-26T16:02:59.98+00:00","bytes":2707986,"raw_path":"a46e22c3a55d21a2a757b93bd7a17a4cc383313bf6aecbc0780c7ebae7dae488.pdf","content_hash":"771ad63f5867478dddf31a44b95e80c59b3059cda3543ecba229da3fe72618fc","excerpt_chars":1200,"truncated":true,"excerpt":"anthropic.com Appendix to “Anthropic Economic Index report: Cadences” June 2026 CHAPTER 1 Changes to the economic index pipeline With this release, we made several changes to how we sample and classify Claude traffic. We now sample a fixed number of conversations every hour. (In previous Economic Index reports, our data spanned a week of activity.) We also changed how we map conversations to ONET tasks. The previous classifier traversed a tree, first picking high-level ONET categories that we had hand-crafted. Now, the ONET classifier picks a detailed work activity (DWA) in the first step, then picks among the DWA’s constituent tasks in the second. We also switched over to the ONET version 30.2, released in February 2026. The new ONET classifier also reversed the order (the transcript appears at the end of the input) so that the prefix can be cached. Since Claude may have order preferences over the categories presented to it, we shuffle the options in the prefix (using a predefined set of orderings to preserve caching). In the second step, the ONET classifier is asked to specify the ONET tasks that best describe the work being done in the transcript. It is asked to provide pairs..."},{"is_primary":false,"source_match":false,"url":"https://www.imf.org/-/media/files/publications/sdn/2024/english/sdnea2024001.pdf","final_url":"https://www.imf.org/-/media/files/publications/sdn/2024/english/sdnea2024001.pdf","title":"Economic Index June 2026 Report","http_status":200,"content_type":null,"capture_method":"exa","fetched_at":"2026-06-26T16:02:59.19+00:00","bytes":null,"raw_path":null,"content_hash":null,"excerpt_chars":1200,"truncated":true,"excerpt":"IMF Staff Discussion Notes (SDNs) showcase policy-related analysis and research being developed by IMF staff members and are published to elicit comments and to encourage debate. The views expressed in Staff Discussion Notes are those of the author(s) and do not necessarily represent the views of the IMF, its Executive Board, or IMF management. 2024 JAN Gen-AI: Artificial Intelligence and the Future of Work Prepared by Mauro Cazzaniga, Florence Jaumotte, Longji Li, Giovanni Melina, Augustus J. Panton, Carlo Pizzinelli, Emma Rockall, and Marina M. Tavares SDN/2024/001 - ©2024 International Monetary Fund SDN/2024/001 IMF Staff Discussion Notes Research Department Gen-AI: Artificial Intelligence and the Future of Work Prepared by Mauro Cazzaniga, Florence Jaumotte, Longji Li, Giovanni Melina, Augustus J. Panton, Carlo Pizzinelli, Emma Rockall, and Marina M. Tavares* Authorized for distribution by Pierre-Olivier Gourinchas January 2024 IMF Staff Discussion Notes (SDNs) showcase policy-related analysis and research being developed by IMF staff members and are published to elicit comments and to encourage debate. 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