Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry

This paper proposes a system of collaborative AI agents and critics designed for fault detection and cause analysis in network telemetry. This has direct and significant real-world applications in IT operations, network monitoring, and cybersecurity, enabling faster and more accurate identification and resolution of network issues, leading to improved system reliability and reduced downtime.