The Data Letter

The Data Letter

Earlier Work: Data and AI

How Netflix Does Data Reliability

The platforms and practices behind Netflix's reliable ML systems

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Auditing AI
Nov 16, 2025
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I’m a sucker for a good engineering blog, so for this Sunday, I’ve decided to share some of the knowledge I’ve gained over the years about Netflix’s ML infrastructure. Complete list of references at the bottom if you’d like to read further.

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