Governance-Constrained Agentic AI: Blockchain-Enforced Human Oversight for Safety-Critical Wildfire Monitoring

Researchers propose a blockchain-based AI system for wildfire monitoring that requires mandatory human authorization before issuing alerts. The system uses smart contracts to enforce governance constraints on autonomous AI agents, combining UAV monitoring with cryptographic verification to prevent false alarms and ensure accountability.