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

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

CHAPTER

Navigating Prediction Accuracy in Machine Learning

This chapter delves into the challenges of achieving accurate predictions in computer science and machine learning, emphasizing the risks of 'benchmark hacking.' It advocates for a deeper understanding of data noise and uncertainties, urging a more nuanced approach to data analysis beyond just meeting benchmarks.

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