When AI Becomes Infrastructure

Examine the forces that turn AI from a buzzword into a strategic asset for governments and major firms. Consider how access, compute, data, regulation, and investor enthusiasm can reshape corporate value, public-sector adoption, and national competitiveness. What risks emerge when AI becomes infrastructure rather than a product, and how should organizations decide where AI adds genuine value versus merely signaling modernity?