entity · derived
Trustworthiness
Derived node: assembled mechanically from the claims carrying trustworthiness. A roster, not an adjudicated definition.
Every claim under this term
- 5541658-011 : Accuracy alone is insufficient for legal AI: a model must also be explainable before its outputs can be trusted in judicial settings.
- 5541658-012 : Post hoc explainability techniques do not by themselves establish trustworthiness; the explanations they produce must additionally be verified against human knowledge.
- 6244278-027 : When reputation is both the system's aggregation weight and the agent's optimization target, equilibrium behavior includes consistency, collaborative integrity, and systemic stewardship, so the agent