General Intuition nears $6B valuation in new AI round

The startup is reportedly raising from Valor, Point72 Ventures and others as it pushes deeper into robotics AI, compute spending and hiring.

New York startup General Intuition is reportedly in talks to raise fresh funding at a $6 billion pre-money valuation, a striking jump for a company that only recently closed a much smaller round. The deal is drawing attention not just because of the size, but because General Intuition is building AI for physical tasks rather than chatbots or image tools. It also lands at a moment when investor interest in so-called physical AI is running high.

The round is still being finalized, but sources say it is already oversubscribed, meaning investor demand exceeds the space available in the deal. According to IT-PUB News, that points to strong appetite for the startup even as it is still working to prove what its technology can do in real-world settings.

Investors return after a sharp valuation jump

Sources familiar with the matter say new investors in the round include Valor Equity Partners, Point72 Ventures, and Seven Seven Six. Existing backers such as Khosla Ventures and General Catalyst are also participating.

The new funding would come only weeks after General Intuition raised $320 million at a $2.3 billion valuation. If the current talks close on the reported terms, the company’s valuation will have climbed dramatically in a very short span.

That speed is one reason the round stands out. It suggests investors see the startup as one of the more prominent names in a crowded AI market, especially in the segment focused on systems that can operate beyond screens and text boxes.

Gameplay data is central to the company’s model

General Intuition was spun out of CEO Pim de Witte’s video game clip-sharing platform Medal last October. The startup says it is using Medal’s large store of gameplay data as an initial training base for its model.

That dataset includes hundreds of millions of hours of gameplay, along with “action labels” — records showing which buttons a player pressed and when. In practical terms, those labels capture how people act over time, which is the kind of pattern the company wants its model to learn.

The goal is to build a foundation model that can train generalized AI agents to move through space and time. Put more simply, the company wants AI that can adapt across different tasks and environments instead of being limited to a single narrow job.

Vinod Khosla recently told TechCrunch that he believes those action labels will matter for the “emergence of intuition,” referring to a model’s ability to generalize to tasks it was not explicitly trained on. That helps explain why investors are paying attention to the company’s unusual data source.

New funding is aimed at robotics and compute

General Intuition says the new capital will be used to improve its general model with a focus on robotic embodiments. The company is not framing the round as a finished product launch, but as another step toward making the model more capable in physical settings.

To support that work, the startup plans to spend more on compute infrastructure and hire additional talent. It already has a partnership with neocloud CoreWeave, underscoring the heavy computing demands involved in training models like this.

That matters beyond one startup. Robotics-focused AI is expensive to build, and systems meant for physical environments often need more data, more processing power, and more iteration before they become useful.

The round puts General Intuition under closer watch

The reported valuation and investor list make General Intuition one of the more closely watched startups in the physical AI space. Much of the appeal appears to rest on two ideas: the scale of the gameplay data it inherited from Medal, and the belief that this kind of data can help AI learn more general behavior.

The presence of firms such as Valor Equity Partners and Point72 Ventures adds to the scrutiny around the round. Valor is known for backing SpaceX, and TechCrunch said it had reached out to confirm the investment, which would be the fund’s first AI lab investment since SpaceX.

Even so, the story is not settled yet. General Intuition is still finalizing the round, and the terms could change before any deal is completed.

For now, the fundraising shows how quickly investor money is moving toward AI systems that aim to connect digital training data with real-world action. It also leaves General Intuition facing a familiar challenge in this market: turning a large dataset and a bold technical pitch into models that can actually work in robotics.