A Brief Overview of Gender Bias in AI

A small selection of important work done (and currently being done) to uncover, evaluate, and measure different aspects of gender bias in AI models

Note: this is a guest post from the writer of the art fish intelligence substack!

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AI models reflect, and often exaggerate, existing gender biases from the real world. It is important to quantify such biases present in models in order to properly address and mitigate them.

In this article, I showcase a small selection of important work done (and currently being done) to uncover, evaluate, and measure different aspects of gender bias in AI models. I also discuss the implications of this work and highlight a few gaps I’ve noticed.