The surge of AI has illuminated the semiconductor ecosystem as the indispensable backbone of this technological revolution. AIās boundless potential, while awe-inspiring, relies on the intricate symphony of semiconductor innovation to transition from theoretical concept to practical reality. Far beyond simply providing chips, the semiconductor industry orchestrates the essential processes that enable AI to thrive -- bridging the gap between abstract promise and tangible impact.ImageComputational "Brain" At the core of AI lies its computational "brain" -- the GPUs, CPUs, and accelerators that power the training and inference of complex models. Dominated by players like $NVIDIA(NVDA)$ $Advanced Micro Devices(AMD