Who wins the AI chip race barely matters to Advantest — GPUs, custom ASICs and CPUs all end up on the same V93000. Operating margin hit 51.7% this quarter, full-year guidance was raised sharply, and demand visibility now stretches to 18 months. Memory and DRAM costs are the only headwind worth watching.