Author

Georgios Th. Papadopoulos

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Preprint Aug 2026

HANSARD: A Reference Architecture for Forensic Readiness, Runtime Witnessing, and Graded Attribution in Autonomous Multi-Agent AI Systems

HANSARD is proposed, a reference architecture treating accountability as a life-cycle property, i.e., spreading an act across redundant agents until none is a but-for cause, making laundering visible.

Christos Sardianos, Iliana Pla, Vasilis Efthymiou et al. · 0 citations