a16z: Rising GPU Prices Signal Infinite AI Demand

a16z · x · 2026-08-27

Anish Acharya from a16z shares eight optimistic theses on AI:

Macro: Last-gen GPU hourly prices are rising—a computing first—signaling infinite demand and constrained supply.
Moats: Network effects, scale, and brand remain strong (e.g., Nike); vulnerability lies in integration lock-in.
Token Value: For high-upside tasks like sales, it's rational to pay almost any price for a model even one IQ point smarter.
Lab Strategy: Labs are vertically integrating down into inference (homogeneous, massive scale) rather than up into apps (fragmented nuances).

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