Understanding the fundamentals of XAI

In the fascinating world of AI and machine learning, the concept of XAI has emerged as a critical response to the challenges posed by black box models.

XAI seeks to unravel the complexities of these models, making AI decisions transparent, interpretable, and accountable.

Classify key elements into their respective categories within the XAI framework.