Multi-agent systems exhibit drift physics — emergent, systemic, synchronized divergence across agents that no behavioral enforcement framework can prevent. Traditional governance frameworks rely on observation, which cannot survive scrutiny or scale. This whitepaper presents a unified architecture for governing multi-agent systems. The APR-Series governance stack — APR-Shaper (classification), APR-Guard (enforcement), APR-Lite (chronicle) — is presented as a reference implementation of this architecture, built to address the constraints identified across the fifteen preceding papers in this series.
Building similarity graph...
Analyzing shared references across papers
Loading...
Narnaiezzsshaa Truong
American Rock Mechanics Association
Building similarity graph...
Analyzing shared references across papers
Loading...
Narnaiezzsshaa Truong (Sat,) studied this question.
www.synapsesocial.com/papers/69dc88b93afacbeac03ea727 — DOI: https://doi.org/10.5281/zenodo.19503575