Abstract The increased presence of medical AI in clinical use raises the ethical question which standard explainability is required for an acceptable and responsible implementation AI-based applications contexts. In this paper, we elaborate on emerging debate surrounding standards AI. For this, first distinguish several goods usually considered to contribute general, specific. Second, propose u...