How does model transparency contribute to AI Explainability?

Instruction: Explain the concept of model transparency in the context of AI Explainability, including why it is important and how it can be achieved.

Context: This question assesses the candidate's understanding of the fundamental aspects of AI Explainability, focusing on the role of model transparency. It evaluates their ability to articulate the importance of transparency in AI models and the methods through which it can be achieved to make AI decisions understandable to end-users.

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The way I'd approach it in an interview is this: Model transparency supports explainability by making the system easier to inspect, reason about, and audit...

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