AI Grows Up: Demand Crunch, Usage Billing, and Market Shifts
The AI industry transitions from subsidy-driven experimentation to critical infrastructure as token demand outstrips supply. This analysis covers the shift to usage-based billing, Google Cloud's cost-quality advantage, Anthropic's valuation surge, and enterprise strategies for maximizing AI ROI through reasoning-focused workflows.