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Navigating AI Evaluation and Observability with Atin Sanyal

AI Confidential

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Navigating AI Evaluation Challenges

This chapter explores the complexities of evaluating generative and non-deterministic AI models, emphasizing the need for effective monitoring as new architectures emerge. The discussion highlights recent competitive advancements by major tech companies like OpenAI, Microsoft, and Google, drawing parallels to the early internet days. Additionally, it introduces Galileo, an AI reliability platform that aims to enhance trust and predictability in generative applications through improved evaluation practices.

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