Billions in capital flow into infrastructure and capacity before many top AI firms generate a single dime in profit. A former Pentagon advisor warns that market expectations now outpace technical reality. This spending gap creates a precarious financial bubble. Investors must now weigh massive capex against actual enterprise adoption and sustainable returns.