The Most Important Chart in AI Just Exposed a Massive Contradiction

Milk Man speaks with Silicon Data head of research Steve Hoe about a central contradiction in the AI trade: GPU rental prices are rising sharply while the usage-weighted price of AI tokens has declined. Demand remains strong across newer Nvidia chips and even the older A100, suggesting added supply is being absorbed rather than simply displacing prior generations.

Hoe explains that cheaper tokens could expand adoption enough to offset falling prices, but the source of demand remains critical. Investors need to distinguish between usage by AI companies themselves and broader adoption by consumers and non-AI enterprises, where lasting productivity gains would help justify the scale of investment.

The discussion also examines the bond market’s apparent skepticism, with long-term yields not yet reflecting a major AI-driven acceleration in economic growth. Hoe argues that AI cannot pay for itself solely by replacing workers or software; it must expand aggregate output, while agents may provide the simplicity needed to bring more consumers into the market.