The AI Honeymoon Ends as Token-Aware Pricing Hits the Bottom Line

The era of subsidized AI experimentation is collapsing as providers shift to token-based pricing to offset massive infrastructure costs. This transition forces a strategic pivot where AI is no longer a free-for-all utility but a managed resource that demands rigorous optimization and value-driven deployment.