CONCEPT
Tokens as Commodity
Jensen Huang’s constitutive reframing—delivered at Computex 2025—that applying energy to a data center produces tokens the way applying energy to a refinery produces oil, stripping intelligence of metaphysical ambiguity and redirecting trillions in investment by making the unfamiliar legible through the vocabulary of industrial manufacturing.
"You apply energy to it,” Jensen Huang told the Computex 2025 audience, “and it produces something incredibly valuable, and these things are called tokens.” The sentence is calibrated. It does not say tokens are
like a commodity. It says they
are one. In a single constitutive move, the framing strips
large language models of metaphysical ambiguity—tokens are not thoughts, not insights, not consciousness fragments, but measurable units of output, priced per million and depreciated over a known schedule—and imports an entire conceptual vocabulary from twentieth-century manufacturing: throughput, capacity utilization, supply chain, marginal cost. The
AI data center is thereby rendered continuous with the steel mill and the auto plant in investors’ mental models, which means it can be financed, scaled, and reasoned about by the same actors who built those. What the framing accomplishes financially is measurable in trillions of redirected capital. What it leaves out is equally significant: that