Nvidia doesn't want you buying AI from others. It wants you building it

The open source bait

Nvidia is pumping billions of dollars into the development and release of open source models. It recently demonstrated this with the Nemotron series, releasing not only the weights but also the training data and code as far as licenses allowed. While the primary page containing the original text was behind a restrictive shield during verification, aggregated metadata and context clearly confirm a massive offensive in this area. This is not charity or academic interest; it is a hard business strategy.

Those who train, buy

The equation for Nvidia is simple: if companies only use proprietary APIs from OpenAI or Anthropic, control over the market and chip purchasing will concentrate among a few players. Nvidia would lose its bargaining power, and hyperscalers would eventually switch to their own hardware. But if Nvidia creates an accessible ecosystem where every startup and corporation can take a functional baseline and fine tune it on their own data, it creates a massive, distributed market hungry for its own hardware.

A bet with an expiration date

However, this strategy faces the reality of how expensive and complex it is to keep up with the state of the art. Models are getting larger, and the abstractions of processes like post training or newly, reasoning training are becoming opaque. Smaller players might lose the ability to train foundation models from scratch. Once it becomes clear that proprietary models with prepaid reasoning have pulled so far ahead that tuning an open alternative is no longer worth it, interest in custom training will wane.

The long tail demand will decide

The future of this strategy does not lie in a direct clash with GPT. It will be decided by whether a sufficiently large market emerges for local, specialized agents. Enterprise models running on premise over sensitive data, doing one routine task excellently. If companies realize they don't need a genius know it all via an API, but rather their own reliable workers, Nvidia's plan will succeed.

Lilith's verdict

Nvidia isn't selling shovels in a gold rush. It's giving away free treasure maps because it knows you'll eventually have to buy its excavator.