External signal·Anthropic·Mar 6, 2026·Maxim Massenkoff, Peter McCrory·10 min read
Labor Market Impacts of AI: A New Measure and Early Evidence
“no systematic increase in unemployment for highly exposed workers since late 2022”
Summary
Anthropic introduces a new metric, "observed exposure" — combining what LLMs can theoretically do with how Claude is actually used for work — and tests it against early labour data. It finds no systematic rise in unemployment for highly exposed workers since late 2022, though suggestive evidence that hiring of younger workers has slowed in exposed occupations. The framework is meant to be revisited over time; the pattern so far is a reshaping of the composition of work rather than wholesale replacement.
Predictions for the future of work
Argues that, on current evidence, AI's labour effect is limited and compositional rather than a step-change in employment — but expects occupations with higher observed exposure to grow more slowly through 2034, and flags the slowing entry of younger workers into exposed roles as the early signal to watch.
Originally published by Anthropic · Mar 6, 2026
Read the original at Anthropic