Arm is now building its own silicon. On the surface, AGI CPU takes on x86; underneath, it is about binding the entire AI silicon supply chain to Arm. With power as the ultimate cap on AI infrastructure and agent requests up 15x, the CPU is moving from supporting role to center stage—opening a new structural demand pipe for Taiwan's foundry, chiplet, and optical interconnect supply chain.