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Explainable AI Isn't Enough! Rethinking Algorithmic Contestability

stat.ML · 2026-05-15 · unverdicted · novelty 5.0

The paper defines algorithmic contestability as identifying evidence to overturn potentially incorrect decisions and identifies three types of such evidence that make decisions normatively indefensible under the decision maker's standards.

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  • Explainable AI Isn't Enough! Rethinking Algorithmic Contestability stat.ML · 2026-05-15 · unverdicted · none · ref 45

    The paper defines algorithmic contestability as identifying evidence to overturn potentially incorrect decisions and identifies three types of such evidence that make decisions normatively indefensible under the decision maker's standards.