PART 3 - THE THIRD AXIS CHAPTER 15: DEPLOY NOW, PRAY LATER BenchMaxxing

"Demirer and colleagues estimate an elasticity of substitution of about 0.23 between upstream AI-assisted output and human effort, indicating strong complementarity in their production model."

The authors calibrate a weak-link model of software production to their empirical findings. Its low substitution elasticity is consistent with downstream human review, integration, and release work limiting the gains from faster code generation.

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