mlsanityData to 7 Oct 2026

Anthropic Economic Index report: Uneven geographic and enterprise AI adoption

arXiv 2511.15080 ↗First posted 19 Nov 2025econ.GN cs.CY q-fin.ECcited by 23

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Abstract (arXiv)

In this report, we document patterns of Claude usage over time, in 150+ countries, across US states, and among businesses deploying Claude through the API. Based on a privacy-preserving analysis of 1 million conversations on Claude.ai and 1 million API transcripts, we have four key findings: (1) Users increasingly entrust Claude with more autonomy, with directive task delegation rising from 27% to 39% in the past eight months. (2) Claude usage is geographically concentrated with high income countries overrepresented in global usage relative to their working age population. (3) Local economic considerations shape patterns of use both in terms of topic and in mode of collaboration with Claude. (4) API customers use Claude to automate tasks with greater specialization among use cases most amenable to programmatic access. To enable researchers and policymakers to further study the impact of AI on the economy, we additionally open-source the underlying data for this report.

Key facts. Cited by 23 papers in the map (data through 7 Oct 2026). First posted on arXiv 19 Nov 2025.

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