Hammad Muneer
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The paper proposes a blockchain-based, governance-constrained agentic AI architecture for wildfire monitoring that enforces mandatory human oversight to ensure safety, reliability, and accountability in early warning systems.
The paper proposes an interrogator-based framework for IoUT that dynamically monitors agent behavior using a lightweight transformer model to calculate trust scores, significantly improving detection accuracy over static trust methods.
Papers
Governance-Constrained Agentic AI: Blockchain-Enforced Human Oversight for Safety-Critical Wildfire Monitoring
Ali Akarma, Toqeer Ali Syed, Salman Jan, Hammad Muneer +1 more
The paper proposes a blockchain-based, governance-constrained agentic AI architecture for wildfire monitoring that enforces mandatory human oversight to ensure safety, reliability, and accountability…