entity · derived
Explainable ai
Derived node: assembled mechanically from the claims carrying explainable-ai. A roster, not an adjudicated definition.
Every claim under this term
- 4855607-013 : Explainable reinforcement learning research has not yet produced usable explanations: the field relies on toy examples, omits user testing, produces explanations that are themselves complex, uses basi
- 5541658-012 : Post hoc explainability techniques do not by themselves establish trustworthiness; the explanations they produce must additionally be verified against human knowledge.
- 5541658-015 : Transparent, explainable models such as those built for the European Court of Human Rights, which paired 97% accuracy with digestible explanations, provide the design template for addressing legal AI'