Measuring AI Accountability Through Argumentation Analysis: Can Model Reasoning Withstand Scrutiny?
This work investigates an alternative standard designed to function despite ambiguity: structural quality of the defence a model can mount for its verdicts in response to critical questions, measured through a four-phase dialectical protocol grounded in Walton’s theory of argumentation schemes and Govier’s criteria for...