A Tutorial on Cognitive Biases in Agentic AI-Driven 6G Autonomous Networks

ArXi:2510.19973v3 Announce Type: replace-cross The path to higher network autonomy in 6G lies beyond the mere optimization of key performance indicators (KPIs). While KPIs have enabled automation gains under TM Forum Levels 1--3, they remain numerical abstractions that act only as proxies for the real essence of communication networks: seamless connectivity, fairness, adaptability, and resilience. True autonomy requires perceiving and reasoning over the network environment as it is.