SORA ATMAS: Adaptive Trust Management and Multi-LLM Aligned Governance for Future Smart Cities
Abstract
SORA-ATMAS (Security & Operational Response Agent - Adaptive Trust Management System) is a cutting-edge governance framework for smart cities that integrates: Dual-Chain Blockchain Architecture: Agentic Blockchain for edge-level provenance + SORA Blockchain for centralized governance Multi-LLM Reasoning Ensemble: GPT-4, Grok, and DeepSeek for policy-aligned semantic reasoning Three Intelligent Agents: Weather, Traffic, and Safety agents with specialized perception capabilities Adaptive Trust Regulation: Context-aware risk assessment with dynamic threshold enforcement Real-time Governance: MAE-based LLM selection with error-directed feedback loops.
Publication details
- Journal / source
- Code Ocean
- Publication date
- 1 January 2026
- Language
- EN