As AI adoption accelerates, telco edge infrastructure is becoming essential to balancing performance, cost, and latency across the AI stack. This session examines how operators and infrastructure providers are adapting edge sites to support distributed AI workloads alongside devices and hyperscale data centers. Panelists will explore how the telco edge can optimize inference, reduce backhaul strain, and enable intelligent workload placement across device, edge, and cloud environments.