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BI 219 Xaq Pitkow: Principles and Constraints of Cognition

Brain Inspired

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Beyond Benchmarks: Evolving Model Evaluation

This chapter explores the complexities of model evaluation, stressing the need for broader testing beyond narrow benchmarks. It discusses the impact of Goodhart's law on performance metrics and highlights the significance of structured benchmarks like ImageNet in advancing AI and neuroscience.

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