Shares of Galaxy Digital surged 11% to $21.15 following plans to build multi-hundred-billion-dollar infrastructure assets. The firm focuses on its Helios data center campus to support high-compute demands. This pivot leverages crypto-mining expertise for AI hardware hosting. Investors now bet on the company's ability to scale physical capacity for large-scale model training.