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AI Transparency & Explainability

AI Governance, Responsible AI

Techniques and documentation enabling humans to understand how AI systems reach their outputs — from model architecture through decision rationale.

Maturity required

Medium

acatech L3–4 / SIRI Band 3

Adoption effort

Medium

months, not weeks

← Requires

Department

AI Governance, Responsible AI