What role does human-in-the-loop (HITL) play in enhancing AI Explainability?

Instruction: Explain the concept of human-in-the-loop and its significance in making AI systems more transparent and accountable.

Context: This question evaluates the candidate's understanding of the human-in-the-loop approach and its importance in improving the explainability and reliability of AI models.

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The way I'd explain it in an interview is this: Human-in-the-loop improves explainability because it forces the system to support review, not just output. When humans are expected to inspect, validate, or override model behavior, the product usually needs clearer signals...

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