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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Kevin Fry

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Review Open access 2026

Understanding the impossibility of machine learning fairness with data examples

An example of its application in the legal field that explores the existing biases in models today is presented and it is hypothesized that the fairness criteria being evaluated cannot all three be satisfied simultaneously, leading to a machine learning model that remains unfair.

Keshav Pillutla, Kevin Fry · 0 citations

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