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The Problem with Metrics is a Fundamental Problem for AI #10

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jaderabbit opened this issue Oct 16, 2020 · 0 comments
Open

The Problem with Metrics is a Fundamental Problem for AI #10

jaderabbit opened this issue Oct 16, 2020 · 0 comments
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Bias & Fairness Evaluation

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@jaderabbit
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jaderabbit commented Oct 16, 2020 •
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"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 other unexpected negative consequences."

https://arxiv.org/abs/2002.08512
@jaderabbit jaderabbit changed the title The problem with metrics is a big problem for AI The Problem with Metrics is a Fundamental Problem for AI Oct 16, 2020
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