18.2%
▲ 14.2 pts since 2025
Median AI expert forecast of the share of US work hours assisted by generative AI in 2030
20252030

What the chart shows

In the Forecasting Research Institute’s LEAP survey, the median AI expert expects generative AI to assist 4% of US work hours by the end of 2025, 8% by 2027 and 18.2% by 2030. The median member of the public expects 3.4%, 6% and 10%.

The gap grows from 2 points in 2027 to 8.2 points in 2030. The 75th-percentile expert forecast for 2030 is 28.4%, against 14% for the public. Superforecasters, a third group in the panel, sit between the two at 11.5% for 2030.

Key numbers

MeasureValue
AI experts, 20278%
AI experts, 203018.2%
Public, 20276%
Public, 203010%
AI experts, 2030, 75th percentile28.4%
Superforecasters, 203011.5%

How to read it

  • Weighted medians of forecasts (the w_median column) from the Longitudinal Expert AI Panel (LEAP), run by the Forecasting Research Institute. Years are when each forecast resolves (31 December), so they are not evenly spaced.
  • The AI Index text says the top quarter of experts forecast more than 30% for 2030; the weighted 75th percentile in the data is 28.4% (the unweighted value is 30%). We use the weighted figures throughout.
  • Superforecasters, a third group in the data file, are not charted.
Source: Forecasting Research Institute, 2026, via the AI Index Report 2026 (Stanford HAI), figure 9.2.5: Generative AI use intensity. Chart and text by AI Adoption.
Numbers checked against the published data on 20 October 2026.
Download the data (CSV) · Cite this chart