TSMC will spend an additional $100 billion to expand US manufacturing, bringing its total domestic investment to $265 billion. Record AI demand drove a 77% jump in quarterly net profits to $22 billion. This expansion secures critical supply chains for Nvidia and Apple. Capacity growth directly addresses the current hardware bottleneck for LLM training.