9min chapter

Gradient Dissent: Conversations on AI cover image

Shaping AI Benchmarks with Together AI Co-Founder Percy Liang

Gradient Dissent: Conversations on AI

CHAPTER

Navigating Benchmarks and Overfitting in AI Models

This chapter explores the issues surrounding benchmarking in AI models, including concerns about gaming benchmarks and detecting copying. It also discusses the challenges of overfitting in machine learning competitions and stresses the importance of model selection and performance interpretation.

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