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Explaining Explaining

Published in arXiv (Cornell University) • Sep 26, 2024
NobleIDNI5P04W34R33S16
Authors:
Sergei Nirenburg
,
Marjorie McShane
,
Kenneth W. Goodman

Abstract

Explanation is key to people having confidence in high-stakes AI systems. However, machine-learning-based systems -- which account for almost all current AI -- can't explain because they are usually black boxes. The explainable AI (XAI) movement hedges this problem by redefining "explanation". The h...

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