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Shreya Shankar — Operationalizing Machine Learning

Gradient Dissent: Conversations on AI

CHAPTER

I Think Reproducibility Is Incredibly Expensive to Get Perfect Reproducibility

Reproducibility is a much less of like a binary switch than people realize. There's lots of things you can do that are like increasingly annoying to make things more reproducible. I think every step towards reproducibility is going to make your team function better as to help you with governance and so there's so many reasons you actually would want to do it but I think it is incredibly expensive to get perfect reproducibility.

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