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Presentation: Building Evals for AI Adoption: From Principles to Practice
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Presentation: Building Evals for AI Adoption: From Principles to Practice

Home/Cloud & DevOps/Presentation: Building Evals for AI Adoption: From Principles to Practice

Mallika Rao discusses the hidden risk of evaluation debt in production AI systems, drawing on her experience at Twitter, Walmart, and Netflix. She explains why traditional metrics fail modern architectures, breaks down a five-layer evaluation stack spanning infrastructure and UX, and shares a diagno

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AiFeed24 Teamยทโฑ 1 min readยทCloud & DevOps
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