The Measurement Revolution? Credible Measurement and Inference in the Age of AI
Melissa Dell, Ashesh Rambachan · NBER / arXiv · 24 Aug 2026 · not peer-reviewed
01 · The key finding
The methodological analysis shows that assessments of texts and documents can change with the model and instructions. Matching AI ratings can still share the same error.
AI assessments need an expert cross-check
02 · The study
03 · What we take from it
Define what should be assessed. Compare AI ratings with examples checked by qualified people.
What does this mean for your company? Book a conversation ↗
Sources
Global AI Confessions Report: CIO Edition 2026
Dataiku, The Harris Poll · Dataiku · 24 Sept 2026 · not peer-reviewed
Enterprise AI Projects Mature: What You Need to Know Now
Larry Dignan · Constellation Research · 27 Sept 2026 · not peer-reviewed