HUMAN OVERSIGHTAI GOVERNANCE & RISK

Explainability for the User and Reviewer

Explainability provides the information people need to understand the basis and limits of an AI outcome.

WHY IT MATTERS

Different audiences need different forms of explanation.

ENTERPRISE EXAMPLE

A RAG assistant cites sources while an operations reviewer sees tool parameters and policy checks.

GOVERNANCE DECISION

What explanation supports the user's decision?

REMEMBERExplainability should be task-specific and useful.
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