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

"In 2025 METR randomized 246 real software-development tasks between AI-allowed and AI-disallowed conditions for 16 experienced open-source developers."

METR tested developers working in mature repositories with which they had extensive prior experience. The randomized design measured productivity in familiar real-world projects rather than relying on synthetic programming exercises.

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