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Ep 54: Princeton Researcher Arvind Narayanan on the Limitations of Agent Evals, AI’s Societal Impact & Important Lessons from History

Unsupervised Learning

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Evaluating AI: Bridging Benchmarks and Real-World Utility

This chapter delves into the intricacies of assessing AI models, specifically through the lens of construct validity. It contrasts high benchmark scores with their real-world utility, advocating for tailored evaluations that combine quantitative results and qualitative user experiences.

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