AINeutralarXiv – CS AI · 10h ago7/10
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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.
🏢 Microsoft🧠 Claude