GLOSSARY > EXPLAINABLE AI

Explainable AI

Methods and techniques in the application of artificial intelligence such that the results of the solution can be understood by humans.

Explainable AI (XAI) is legally and operationally mandatory for enterprise deployment. If an AI system denies a loan or flags a medical scan, it must provide a deterministic, mathematical trace of its reasoning. XAI techniques ensure that complex deep learning models do not operate as dangerous, unauditable black boxes.

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