Explainable AI (XAI)
DeeperMethods intended to make an AI system's results easier for people to understand.
An explanation might show influential inputs, provide evidence or describe the system's limits. A convincing explanation is not always a faithful account of what happened internally, so it also needs testing.
For example
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A diagnostic tool highlights the areas of a scan that most influenced its suggestion.