TSMC is executing the largest manufacturing expansion in semiconductor industry history that combines simultaneous multi-fab N2 ramps, AI-driven manufacturing optimizations, and massive CoWoS/SoIC packaging capacity expansion to meet increasing demand for AI accelerators.