AI Infrastructure Shifts and Vertical Integration Trends
Analysis of real-time conversational AI pricing, foundation model vertical integration, and emerging gray market risks. Explores strategic implications for enterprise procurement, AI alignment research, and sovereign investment trends in biotech.