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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.