Jensen Huang wants you to think of artificial intelligence like a cake. Five layers, to be specific: energy, chips, infrastructure, models, and applications. And in a March 10 blog post, the Nvidia CEO made it clear that anyone cutting off the top layer is ruining the whole dessert.
Huang’s central argument is straightforward. Every successful AI application creates demand that cascades down through the entire stack, from the software interface a user touches all the way to the power plant humming in the background. Restrict the application layer, and you starve everything beneath it.
The five-layer cake, explained
Here’s the framework Huang laid out: Energy feeds chips. Chips feed infrastructure. Infrastructure feeds models. Models feed applications. Applications are where actual economic value gets generated, where businesses and consumers interact with AI in ways that justify the enormous capital expenditure at every layer below.
‘Every successful application pulls on every layer beneath it, all the way down to the power plant that keeps it alive.’
