Summary: This PoC demonstrates a novel distributed intelligence framework for FTTR networks, designed to collect telemetry data locally (from the MFU and SFUs) and utilize them for autonomous network reconfiguration and management, while ensuring data confidentiality and compliance. Summary: This PoC demonstrates a novel distributed intelligence framework for FTTR networks, designed to collect telemetry data locally (from the MFU and SFUs) and utilize them for autonomous network reconfiguration and management, while ensuring data confidentiality and compliance. ld users have higher demands for smart living. From the initial phone calls to today's immersive large video applications, there has been a revolutionary upgrade every 8-10 years, which also places higher dem Intel e, and operation and maintenance technology creatin tical network and WiFi, to. AI for in-home networks and their services is a crucial aspect in the F5G Advanced era, as operators need to monetise the network beyond pure connectivity and gain a competitive advantage in providing home broadband connectivity. Organised by ETSI ISG F5G, this session provided various perspectives. As home networks transition from simple connectivity pipes to intelligent service-enabling platforms, the deep integration of AI and FTTR (Fiber to the Room) has emerged as one of the most significant technology trends of 2026. FTTR resolves the persistent issues of Wi-Fi dead zones and signal. Fiber to the Room (FTTR) is a next-generation access network designed to deliver high bandwidth, low latency, and room-level optical coverage.