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AI Evals Cheatsheet for Product Managers

Anshumani Ruddra

Anshumani Ruddra

Product Leader and Super IC at Google

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Most AI features fail not because of bad models, but because of bad evaluation. Production AI systems need systematic evaluation - and PMs need to understand how to spec it, measure it, and improve it. You'll learn the eval loop: define "good" -> build your Golden Set -> choose your eval type -> automate & iterate

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