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cs.AI2026
Transparent Information Flow Modeling for Role-Aware AI Act Assessment
Mattias Brännström, Themis Dimitra Xanthopoulou, Lili Jiang
The European Union's Artificial Intelligence Act introduces a structured framework for governing high-risk AI systems, emphasizing transparency, risk management, and role-specific…
cs.AI2026
Transparency as Answerability: Role-Dependent Information Flow Modeling
Mattias Brännström, Themis Dimitra Xanthopoulou, Lili Jiang
Transparency in AI-supported decision systems is widely required but poorly defined. Existing approaches treat transparency as a property of systems or components, producing charac…