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

"A separate randomized trial at Google involving 96 software engineers found an estimated 21% reduction in completion time on a standardized enterprise-grade task."

Paradis and colleagues measured the effect of AI assistance on a controlled enterprise programming task. Their estimated speedup illustrates the substantial gains available in a bounded setting, alongside the differing result from METR's mature-repository experiment.

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