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Thinking Machines Lab inks massive compute deal with Nvidia

Rebecca Szkutak
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⚡ Quantum Brief
Mira Murati’s Thinking Machines Lab, founded in 2025, secured a multi-year partnership with Nvidia to deploy at least one gigawatt of its Vera Rubin AI systems starting in 2027. The deal includes an undisclosed Nvidia investment in the $12B-valued startup, which has raised over $2B from firms like Andreessen Horowitz and AMD’s venture arm. Thinking Machines Lab, focused on reproducible AI models, will develop training systems optimized for Nvidia’s architecture, calling its tech the "foundation" of the AI field. The company, despite its $12B valuation, faces leadership instability after five co-founders—including Andrew Tulloch (Meta) and three returning to OpenAI—departed within a year. This follows Nvidia CEO Jensen Huang’s prediction of $3T–$4T AI infrastructure spending by 2030, mirroring OpenAI’s reported $300B compute deal with Oracle in 2025.
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In Brief Posted: 8:08 AM PDT · March 10, 2026 Image Credits:Patrick T. Fallon / AFP / Getty Images Rebecca Szkutak Thinking Machines Lab inks massive compute deal with Nvidia OpenAI co-founder Mira Murati’s two-year-old AI research lab has signed a sizable deal with semiconductor giant Nvidia. Murati’s Thinking Machines Lab announced it entered into a multi-year strategic partnership with AI semiconductor giant Nvidia on Tuesday. The size of the deal was not disclosed and includes the AI research lab deploying at least one gigawatt of Nvidia’s Vera Rubin systems, which was released earlier this year, starting in 2027. Nvidia is also making a strategic investment in Thinking Machines Lab, which has raised more than $2 billion since its February 2025 founding from investors including Andreessen Horowitz, Accel, and Nvidia, among others, including rival chipmaker AMD’s venture arm. The seed-stage company is valued at more than $12 billion and is working to build AI models that create reproducible results. The company released its first product, an API called Tinker, in October. TechCrunch reached out to Thinking Machines Lab and Nvidia for more information regarding the specifics surrounding the deal terms and investment.

Thinking Machines Lab declined to comment beyond the release. The partnership also includes a commitment to develop training and serving systems for Nvidia architecture, according to an Nvidia press release. “Nvidia’s technology is the foundation on which the entire field is built,” Murati said in the deal’s blog post. “This partnership accelerates our capacity to build AI that people can shape and make their own, as it shapes human potential in turn.” Thinking Machines Lab has seen a number of recent high-profile exits in its young history. The company’s co-founder, Andrew Tulloch, left the startup for a role at Meta in October. Earlier this year, three additional co-founders, Barret Zoph, Luke Metz, and Sam Schoenholz, left to return to OpenAI. This deal comes as AI companies remain hungry for any compute that they can get. Nvidia CEO Jensen Huang predicted that companies could spend $3 trillion to $4 trillion on AI infrastructure by the end of the decade. While we don’t know the value of this specific deal, it’s believable. In 2025, rival OpenAI allegedly inked a historic $300 billion compute deal with Oracle. Updated after publication to correct that Thinking Machines released its product Tinker last fall. Topics AI, artificial intelligence, compute, Enterprise, In Brief, Mira Murati, nvidia, Thinking Machines Lab, United States June 9 Boston, MA Actively scaling? Fundraising? Planning your next launch?TechCrunch Founder Summit 2026 delivers tactical playbooks and direct access to 1,000+ founders and investors who are building, backing, and closing.Register by March 13 to save up to $300. REGISTER NOW Newsletters See More Subscribe for the industry’s biggest tech news TechCrunch Daily News Every weekday and Sunday, you can get the best of TechCrunch’s coverage. TechCrunch Mobility TechCrunch Mobility is your destination for transportation news and insight.

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