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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Mattias Brännström

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Conference Open access Oct 2026

Structure, Meaning, and the Answerability of Automated Systems

An ongoing PhD research project that reframes transparency in AI systems from a property of models to a participatory relation between a system and the people interacting with it, using refineable graph structures grounded in logic and inquisitive semantics.

Mattias Brännström · 0 citations
#artificial intelligence Preprint Oct 2026

Transparency as Answerability: Role-Dependent Information Flow Modeling

Transparency in AI-supported decision systems is widely required but poorly defined. Existing approaches treat transparency as a property of systems or components, producing characteristic failures: assessments that do not transfer across organizational boundaries, stakeholder questions that cannot be formulated within...

Mattias Brännström, T. Xanthopoulou, Li-Li Jiang · 0 citations

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