Sam Altman’s vision of artificial intelligence as a utility bought by the meter — like electricity — may be the wrong model entirely, and the telecommunications industry’s last decade shows why. Benedict Evans, the technology analyst and former Andreessen Horowitz partner, made that case Wednesday in the second keynote of SuperAI Singapore 2026, drawing on mobile data’s growth trajectory to argue that volume and valuation do not travel together in commodity infrastructure businesses.