most citedThe Problem with Metrics is a Fundamental Problem for AI

41 citations · 41 across the 1 of their papers we have counts for

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cs.CY2020★ 41 cited

The Problem with Metrics is a Fundamental Problem for AI

Rachel Thomas, David Uminsky

Optimizing a given metric is a central aspect of most current AI approaches, yet overemphasizing metrics leads to manipulation, gaming, a myopic focus on short-term goals, and othe…