Sustainable Intelligence for the Wild: Democratizing Ecological Monitoring via Knowledge-Adaptive Edge Expert Agents

This research addresses challenges in ecological monitoring by proposing knowledge-adaptive edge AI agents for remote deployments. It introduces an architecture separating visual perception from reasoning, utilizing an explicit, dynamic knowledge base.