Anthropic Economic Index report: Uneven geographic and enterprise AI adoption

Fuente: arXiv
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Autori principali: Appel, Ruth, McCrory, Peter, Tamkin, Alex, McCain, Miles, Neylon, Tyler, Stern, Michael
Natura: Preprint
Pubblicazione: 2025
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author Appel, Ruth
McCrory, Peter
Tamkin, Alex
McCain, Miles
Neylon, Tyler
Stern, Michael
author_facet Appel, Ruth
McCrory, Peter
Tamkin, Alex
McCain, Miles
Neylon, Tyler
Stern, Michael
contents 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.
format Preprint
id arxiv_https___arxiv_org_abs_2511_15080
institution arXiv
publishDate 2025
record_format arxiv
spellingShingle Anthropic Economic Index report: Uneven geographic and enterprise AI adoption
Appel, Ruth
McCrory, Peter
Tamkin, Alex
McCain, Miles
Neylon, Tyler
Stern, Michael
General Economics
Economics
Computers and Society
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.
title Anthropic Economic Index report: Uneven geographic and enterprise AI adoption
topic General Economics
Economics
Computers and Society
url https://arxiv.org/abs/2511.15080