ASML is scaling production of its extreme ultraviolet lithography machines to meet surging AI chip demand. These tools are the only way to manufacture the most advanced semiconductors. The move targets bottlenecks in the hardware supply chain. This capacity increase directly impacts how quickly Nvidia and TSMC can ship next-generation GPUs.