Product2 distinct publishers3 min readUpdated
Buy a non-exclusive licence, hire the engineers, take a stake, leave the company standing. Nvidia has now done a version of this with Groq, Enfabrica and Poolside.
The Product Desk · Product desk

Compiled by The Product DeskSomething wrong?How this is made
Nvidia has agreed to pay Poolside $6bn to license the software the startup used to build its AI models, to offer jobs to 109 of its staff, and to invest a further $1bn in what remains at a $12bn pre-money valuation [1]. The structure matters more than the headline number: this is the third time Nvidia has bought a non-exclusive licence, hired the staff, taken a stake, and left the target standing as an independent company [2].
The terms come from a letter Poolside sent its investors, first reported by Newcomer [3]. The letter says the deal is "not an acquisition and it is not an acquihire" [4], and the mechanics are consistent with that: the licence covers a system Poolside calls the Model Factory [5], it is non-exclusive, leaving Poolside free to license the same software elsewhere [6], the three founders stay [7], and Poolside intends to distribute the $6bn to its investors by the end of next year [8]. Nvidia was already an investor, having committed up to $1bn to the company last October [9].
The precedent is Groq. Nvidia paid $20bn for its inference technology and took its top engineers, Groq appointed new leadership, and the company raised $650m for what was left [10][11]. This month Groq closed a $350m round at $3.5bn, with Nvidia participating [12]. On those two numbers, the technology-and-people package was priced at roughly 5.7 times the continuing business [1]. Nvidia struck a similar arrangement with the hardware startup Enfabrica for about $900m, according to The Decoder, which notes that such deals secure staff and know-how without buying a company outright and avoid the regulatory review a purchase can bring [13][14].
The head count is where the Poolside version gets specific. Chief executive Eiso Kant said on the Latent Space podcast last month that fewer than 70 people built the company's model, and fewer than 115 worked across engineering and research in total [15]. Offers to 109 staff therefore reach about 95 percent of that stated technical organisation [2]. Latent Space called it a reverse-execuhire [16]. The licence alone works out at roughly $55m per person hired [3].
Poolside's letter explains why the seller was willing. At the end of last year the company had a six-week window to raise $2bn to pay for a 40,000 GB300 cluster coming online in January, did not close it in time, and lost the cluster [17]. It argues it could have built a frontier-rivalling model with 10,000 to 20,000 of those chips, that next year's frontier needs "far more than an order of magnitude larger cluster", and that the constraint "is not only capital, it is physical data center space and contracted compute" [18].
What is not explained is the price. Nvidia has not said what makes the licence worth $6bn, has not commented publicly, and Poolside has not published the letter [19]. The Information's Amir Efrati wrote that it is not clear why Nvidia is paying such a large licensing fee [20]. Nvidia builds open models in the Nemotron line and is working towards a trillion-parameter open model [21]; Poolside's Laguna, built by the same team now receiving offers, was pitched as the West's answer to DeepSeek and Qwen and trained on Nvidia server chips [22]. Nvidia also halved a $250bn commitment to OpenAI this month [23].
Three things to watch. Whether a fourth deal of this shape appears, since the template now has a track record and no merger filing attached to it [2][14]. Whether any of the non-exclusive licences is ever exercised elsewhere, which is the only test of whether "non-exclusive" is substantive or structural [6]. And what Poolside becomes: the founders say they are "not ready to share the updated vision" [24], while Poolside Infrastructure Company, spun out in January, is building a 1.2GW data centre in Texas and appointed a chief executive two months ago [25].
Follow any of these and your For You feed starts watching them — no settings page required.
Ranked by verification strength, evidence, and original report placement.
Nvidia has agreed to pay Poolside $6bn to license the software the startup used to build AI models, to offer jobs to 109 of its staff, and to invest $1bn in what remains at a $12bn pre-money valuation.
Nvidia has used the same structure twice before: it buys a licence, hires the staff, takes a stake, and the company continues. The licences have been non-exclusive in each case, and none of the three companies has been bought outright.
The terms come from a letter Poolside sent its investors, first reported by Newcomer.
The Poolside investor letter says the deal is "not an acquisition and it is not an acquihire".
The software Nvidia is licensing is called the Model Factory, the system Poolside used to build its models.
The licence announced on Friday is non-exclusive, which leaves Poolside able to license the same software elsewhere.
Evidence-backed comparisons of source perspectives and observed adoption signals. Read the methodology
Which Builder, Operator, and Investor concerns the observed source mix emphasized—not a truth score.
Evidence, demonstrated adoption, hype gap, incentives, and confidence are assessed independently, each on its own current evidence. How these are measured.
Two outlets, one private document, no company comment
The core terms are consistent across two independent publishers, one of which obtained the investor letter, and the letter is quoted directly on the cluster loss and compute constraints. But the primary document is unpublished, Nvidia has not commented or explained the $6bn, and the precedent figures for Groq and Enfabrica are relayed secondhand from The Decoder and prior TNW reporting. Derived arithmetic is sound but rests on those same reported figures.
Money committed three times over; no evidence of use
The structure is not speculative: three closed transactions totalling roughly $27bn, an $1bn equity investment, a scheduled shareholder payout, Nvidia participating in Groq's follow-on round, and a 1.2GW build under way at Poolside's infrastructure spin-out. What is absent is any evidence that Nvidia has deployed the licensed Model Factory, that the transferred staff have shipped anything, or that Poolside has licensed the software to a second party.
Participant framing outruns the documented facts
The overstatement sits with the parties, not the publishers. The letter insists the deal is 'not an acquisition and it is not an acquihire' while 109 of fewer than 115 engineering and research staff receive Nvidia offers, and it projects continued ambition without disclosing a strategy. The $6bn price has no stated rationale from either side, and The Information's Efrati says so explicitly. Both publishers flag rather than amplify these gaps, which keeps the gap moderate rather than severe.
Every stated fact serves a party's interest
The sole primary document is a letter written by founders to investors announcing a payout, which gives it strong incentive to characterise the deal as neither acquisition nor acquihire and to present the compute retreat as strategy. Nvidia's silence is itself interest-aligned, and the structure is reported to carry a regulatory benefit relative to a purchase. Nvidia was already an investor before the licence, so the buyer sat on both sides of the valuation.
Terms firm, motive unexplained
Confidence in the numbers and the structural pattern is reasonably high given two-publisher agreement and direct quotation of the letter. Confidence in interpretation is lower: why Nvidia paid $6bn, what it does with Model Factory, and what remains of Poolside as an operating business are all unresolved in the supplied sources, and the precedent pricing carries approximation.
product
Nvidia circles Rebellions because the low-power inference tier is not optional2 distinct publishers
invest
Etched's $10.3B mark prices a non-Nvidia inference bet at ten times booked orders1 distinct publisher
invest
The chips never move: Washington's fix for the Southeast Asia compute loophole1 distinct publisher
product
Baidu's AI line grew 25 percent and still lost the arithmetic1 distinct publisher
Distinct publishers with included, body-backed reporting in this cluster.