YOUR AI ADOPTION LIFT IS A SELECTION EFFECT

Summary from the TLDR Data newsletter

Comparing AI adopters with non-adopters usually exaggerates impact because more engaged customers are also more likely to adopt. Instead, estimate causality using variation that customers did not choose, such as an eligibility threshold, while clearly limiting conclusions to the population and decision it measures.