PART 3 - THE THIRD AXIS CHAPTER 16: CONNECTING THE SPECKLES Normalized Deviance

"AI-assisted code contributions can increase code review and rework demands on experienced software maintainers."

The researchers study open-source projects after GitHub Copilot adoption and find increased rework associated with AI-assisted contributions. Experienced core developers reviewed 6.5% more code while their original code productivity declined, providing direct evidence for the section's narrower claim that experienced engineers absorb part of the downstream maintenance burden.

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