Your AI Adoption Lift Is a Selection Effect
This article demonstrates that the observed 15-point retention gap between AI assistant adopters and non-adopters is largely driven by selection bias, as engaged accounts are more likely to adopt the feature; a regression discontinuity analysis reveals the true causal effect of adoption is approximately +4 percentage points.