Generative AI infrastructure spending is vastly outpacing current model and platform software revenues. Massive capital expenditures on GPUs, data centers, and specialized hardware continue to surge ahead of actual commercial software returns. This widening gap puts intense pressure on the AI ecosystem to accelerate monetization and justify multi-billion-dollar infrastructure bets.
Opening Kapyn…