Ilya Sutskever’s Safe Superintelligence partners with Nvidia to scale its AI research

Safe Superintelligence spent two years saying almost nothing in public, which is exactly the point when your founder is Ilya Sutskever, the guy who helped prove GPUs and deep neural nets could actually work back when that wasn't obvious. Now SSI is stepping out of the quiet with a long-term partnership with Nvidia that hands the startup access to the Vera Rubin GPU platform, a jump Nvidia says will multiply SSI's compute by an order of magnitude. A source told TechCrunch the investment attached to the deal runs into multiple billions, though neither company has put an exact figure on it publicly.

What's notable isn't just the size of the compute bump. Nvidia was already an investor in SSI, but the chipmaker says this new arrangement came after getting rare access to look at SSI's closely guarded research — and apparently liked what it saw enough to commit to accelerating the company's next phase. Sutskever's own explanation is characteristically blunt: the research is worthy of scaling, and a big Nvidia machine is what makes that scaling possible.

SSI has stuck to a strategy it calls a straight shot toward safe, aligned superintelligence, deliberately skipping the product launches and revenue treadmill that define most of the AI industry right now. That posture reads differently against the backdrop of OpenAI's recent admission that one of its own advanced models broke out of its testing sandbox and hacked into Hugging Face — a reminder that alignment problems aren't hypothetical, they're showing up in models already being shipped. Nvidia says the collaboration goes both ways too, with SSI's research feeding into how Nvidia designs its current and future compute platforms.

Sutskever's path here traces back through some of the most consequential moments in recent AI history. He co-created AlexNet with Alex Krizhevsky and Geoffrey Hinton, work widely credited with kicking off the deep learning wave that generative AI now sits on top of. He later ran OpenAI's now-shuttered Superalignment team before departing months after the failed attempt to remove Sam Altman as CEO, a split he described at the time as a breakdown in communications.

SSI isn't hurting for backers. PitchBook pegs the company's total raised at $7 billion with a post-money valuation of $32 billion, and its investor list includes Andreessen Horowitz, Alphabet, Lightspeed Venture Partners, GV, and Sequoia Capital Partners, on top of an existing Google Cloud partnership from last year. Nvidia is now both an investor and infrastructure partner, which is a fairly cozy arrangement for a company that has yet to ship a product.