Niusha Shafiabady

In healthcare, justice, finance and public administration, humans must remain accountable decision-makers. Professional reasoning should be documented rather than displaced.

Opacity is often presented as inevitable. In practice, explainability is frequently a design and governance choice. Interpretable models, explainability techniques and documentation standards already exist and are used in safety-critical domains. Acc...