AI Transparency Is a System PropertyA model explanation is not enough. AI transparency must be designed into the surrounding knowledge and decision system so outputs can be traced, challenged and corrected.
The Probabilistic Nature of Generative AIGenerative AI is powerful at expanding a space of possible answers. Reliable knowledge requires a different operation: testing claims, rejecting false paths and preserving traceable evidence.
