Integrating Drift Physics with Substrate-Anchored Governance: A Unified Framework for Governing Multi-Agent Systems
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.
Authors
- Narnaiezzsshaa Truong (ORCID: https://orcid.org/0009-0000-1964-6440)
Institutions
- American Rock Mechanics Association (US)
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-04-11
- DOI
- https://doi.org/10.5281/zenodo.19503574
- Primary Topic
- Data Stream Mining Techniques
- Type
- article
- Field-Weighted Citation Impact
- 0.00