Sivers Semiconductors is scaling laser chip production for AI GPUs, forecasting demand of 304 million laser sources annually by 2028 under NVIDIA's co-packaged optics architecture. The company is transitioning from its Glasgow research fab to WIN Semiconductors in Taiwan for high-volume manufacturing, with a $30 million expansion announced to support 100+ million annual CW DFB laser units.