Interpretable to Whom? A Role-based Model for Analyzing Interpretable MachineLearning Systems

Role‑Centered Interpretability: a Practical Review Framing the problem and intent At first glance the main proposition is simple: interpretability is not absolute but relational, and must be assessed with respect to the agent interacting with a syste...