TSUMS 4.0V: A Governance Architecture for Risk-State Traceability in High-Risk Environments
TSUMS 4.0V is a non-interventionist governance reference architecture designed for high-risk environments. It formalizes risk as a governance state (RiskState) rather than a probabilistic forecast, and enables durable decision traceability, post-event reproducibility, and accountability without transferring authority to the system itself. The architecture is applicable to disaster response, mountain risk governance, AI-assisted decision systems, and other high-consequence domains.
Authors
- Ismahasan Vlian
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2026-02-09
- DOI
- https://doi.org/10.5281/zenodo.18569550
- Primary Topic
- Geographic Information Systems Studies
- Type
- article
- Field-Weighted Citation Impact
- 0.00