Nvidia pays $6 billion to license Poolside's AI model-building software

Nvidia has agreed to pay $6 billion for a non-exclusive license to Poolside's Model Factory — the AI startup's core system for designing and training large language models — in a deal that simultaneously transfers nearly the entire Poolside workforce to the chip maker, as first reported by Newcomer and confirmed by Bloomberg on August 20, 2026.

Alongside the license, Nvidia is investing $1 billion in the remaining Poolside entity at a $12 billion pre-money valuation, a figure that quadruples the startup's previous $3 billion mark. The three co-founders — including former GitHub CTO Jason Warner and Eiso Kant — are staying to run the independent company, which can continue licensing the Model Factory to other customers.

A playbook, not a one-off

The deal follows a recognizable pattern Nvidia has deployed at least twice before. The company paid roughly $20 billion to license technology and absorb talent from AI inference startup Groq, and spent approximately $900 million in a similar arrangement with Enfabrica. Regulators have taken a closer look at outright acquisitions in AI; the licensing-plus-hiring structure achieves much of the same integration while staying below the M&A radar.

In practical terms, Nvidia is importing the equivalent of an entire engineering organization: roughly 109 of Poolside's 115 total employees in engineering and research received offers to join Nvidia. The companies are careful to distinguish this from an acquihire — a deal driven primarily by talent — because the software license is the core financial consideration.

From chips to model factory

For Nvidia, whose market position rests on supplying the GPU infrastructure that powers AI training, owning the workflows used to build frontier models is a material extension of that position. The Model Factory gives Nvidia a direct lever over how LLMs are constructed, not just the hardware they run on. It also mirrors a broader shift at the company, which has been quietly accumulating AI software capabilities while maintaining its hardware dominance.

Poolside will use the $1 billion investment to operate as an independent AI model company, building on what remains of its team and continuing to license the Model Factory to third parties. Whether that independence proves durable — given that the majority of its staff and core IP are now intertwined with Nvidia — is an open question the industry will be watching closely.

As reported by The Next Web, citing Newcomer's original scoop, the deal closed on August 20, 2026.