Microsoft AI CEO Mustafa Suleyman states that inference compute scarcity will define the AI industry through 2026. Companies with high margins to afford "tokens" will improve faster via a data flywheel. With demand outstripping supply, Suleyman believes infrastructure investment and the ability to fund at scale are now the primary competitive advantages.