A Dual-Helix Governance Approach Towards Reliable Agentic Artificial Intelligence for WebGIS Development

Boyuan Guan, Wencong Cui, Levente Juhasz

WebGIS development requires consistency, yet agentic AI often fails due to LLM context constraints, forgetting, stochasticity, instruction failure, and adaptation rigidity. We prop…