The Economics of Autonomy: Real-Time Risk Indexing for Insurable AI-Driven 6G Systems
The transition to sixth-generation (6G) networks transforms wireless infrastructure into a cognitive substrate supporting Vehicle-to-Everything (V2X), Industrial IoT (IIoT), and Integrated Sensing and Communication (ISAC). In this paradigm, autonomous agentic AI performs orchestration at millisecond scales, rendering traditional static governance frameworks fundamentally inadequate for risk management. This paper introduces GIRAF(Governance-Integrated Risk and Assurance Framework), a Governance-as-Code (GaC) framework for real-time risk quantification and trust modulation in agentic 6G systems. GIRAF derives a continuous Aggregate Risk Index ($R_{t}$) from machine-readable runtime signals...
| Authors | Anthony Kiggundu, Michael Zentarra, Christoph Lipps et al. |
|---|---|
| Primary category | cs.NI |
| Published | 22 May 2026 |
| Last updated at source | 22 May 2026 |
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