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.

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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
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article

Integrating Drift Physics with Substrate-Anchored Governance: A Unified Framework for Governing Multi-Agent Systems

Narnaiezzsshaa Truong
Zenodo (CERN European Organization for Nuclear Research)
Data Stream Mining Techniques
article

Integrating Drift Physics with Substrate-Anchored Governance: A Unified Framework for Governing Multi-Agent Systems

Narnaiezzsshaa Truong
article en

Abstract

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.

Zenodo (CERN European Organization for Nuclear Research)
American Rock Mechanics Association (US)
Peace, Justice and strong institutions
Openalex Percentile: Top 20%
Data Stream Mining Techniques
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