Beyond Simpson's Paradox: A Cascade of Confounders in AI Agent Pull-Request Co-Authorship
A rigorous analysis of AI coding agents reveals that apparent benefits of human co-authorship in pull requests disappear under proper statistical controls, demonstrating how Simpson's Paradox and confounding variables can mask true causal relationships in AI agent research.