Explainable AI Expectations
For Topic 26-OS1, what level of explainability is expected in Phase I? Would reason codes, contributing-factor summaries, and transparent indicator logic be sufficient, or should applicants include a more formal explainable AI methodology?
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Models should provide understandable, transparent reasons for their assessments, fostering confidence and collaboration between technology providers, carriers, and safety officials.