A $1.5 trillion revenue gap looms over AI infrastructure spending. Analysis from Canary Institute suggests current capex levels far outpace actual returns. This creates a precarious bubble similar to the fiber-optic crash. Practitioners must now weigh the sustainability of high-cost compute against the reality of DeepSeek and other open-weight competitors.