3min chapter

Eye On A.I. cover image

#187 Mohamed Elgendy: Systematic Testing for Generative AI Models with Kolena

Eye On A.I.

CHAPTER

Importance of Defining and Testing Metrics for AI Models

Exploring the importance of product-specific metrics, such as collision risk in autonomous vehicles, over traditional metrics like recall. The chapter stresses the need for a standard to ensure testing coverage and a risk management framework for systematic testing.

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