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Aleksei Aleinikov
Aleksei Aleinikov

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🤖 A model that stuns in your notebook can quietly fail in the real world.

Zillow’s $500M loss, Google’s sidelined retina tool, Amazon’s biased recruiter — three cautionary tales from the frontlines of ML in 2025.
Learn the habits every MLOps team needs before shipping the next "perfect" model.

https://medium.com/@aleksei.aleinikov.gr/ml-crashes-of-2025-when-a-model-shines-on-a-laptop-and-dies-in-production-three-cautionary-tales-e1bd2c37c52d

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