Standards and Compliance Contexts
Does "explainable" imply a particular standard — SHAP/LIME-style local explanations, audit-grade decision logs, regulatory-aligned model cards — or domain-specific explainability tied to DOT compliance contexts?
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Models should provide understandable, transparent reasons for their assessments, fostering confidence and collaboration between technology providers, carriers, and safety officials.