This whitepaper presents a unified framework that integrates drift physics in multi-agent system governance, suggesting improved methods for oversight.
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.
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Narnaiezzsshaa Truong (2026) studied this question.
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