// Hacker Noon · 11 March 2026

Why Your ML Prototype Will Fail in Production (And How to Fix It)

Machine learning is not the same as software, says Andrew Keen. Keen: Models built on historical data start growing old as soon as you use them in a dynamic world. Keen says teams are willing to expand the size of their cloud infrastructure without considering reliability of the data.

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