2min chapter

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas cover image

301 | Tina Eliassi-Rad on Al, Networks, and Epistemic Instability

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

CHAPTER

Understanding Benchmark Hacking in AI and Machine Learning

This chapter explores benchmark hacking in artificial intelligence and machine learning, focusing on how data sets and leaderboards are established to gauge performance. It contrasts the competitive mindset of tool-focused engineering with a more exploratory, scientific approach to tool selection for predictions.

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