Cheap Tokens, Costly Chips and a Missing AI Payoff

The widening gap between massive infrastructure expenditure and tangible enterprise revenue is creating a precarious financial bottleneck for major tech firms. Investors are increasingly skeptical that cheaper model inference can offset the astronomical costs of hardware procurement and data center scaling.