The AI Infrastructure Race Has Moved Down the Stack: From GPUs to Gigawatts
For the last two years, “AI infrastructure” has been shorthand for GPUs. Whoever could secure GPUs could train bigger models, serve more tokens, and ship faster. That mental model is now incomplete. What we’re seeing in 2026 is a shift in the true critical path: compute procurement is becoming