#edgecomputing

Multi-Agent Edge Systems Hit a Scaling Wall at 100+ Agents

A new framework addresses the Synergistic Collapse problem where performance degrades superlinearly as distributed agents grow, combining neural caching, action pruning, and hardware matching.