General Intuition In Talks for $6 Billion Valuation Just Weeks After $320 Million Round

General Intuition, the New York-based startup training foundation models for physical AI agents, is in advanced talks to raise a new funding round at a $6 billion pre-money valuation, TechCrunch reported on August 24. The round would be led by Valor Equity Partners, Point72 Ventures, and Seven Seven Six, with existing investors Khosla Ventures and General Catalyst also participating, according to people familiar with the matter.

How It Got Here

The deal would value General Intuition at roughly 2.6x its last private mark. In July, the company raised $320 million at a $2.3 billion valuation, less than eight weeks before the new round opened. CEO Pim de Witte spun out General Intuition from his video-game clip-sharing platform Medal in October 2025, using the platform's hundreds of millions of hours of gameplay and detailed action labels — records of which buttons a player pressed and when — as a pretraining dataset for embodied agents. Existing backer Vinod Khosla has argued that those action labels will be a key ingredient for the emergence of generalizable agent intuition.

What the Money Buys

General Intuition plans to spend the fresh capital on compute and talent to push its general model toward robotic embodiments. The company has an existing partnership with neocloud CoreWeave for GPU capacity, but the new round is expected to scale those commitments substantially. The round was described as oversubscribed by a source close to the deal, and General Intuition is still finalizing terms. The investment would be the first AI lab Valor Equity Partners has backed since SpaceX, and points to the firm's read that physical AI is reaching an investment cycle similar to early foundation-model investments in language.

Why Physical AI Is Suddenly Hot

General Intuition is one of several startups chasing the proposition that embodied agents need their own foundation models, distinct from language-only LLMs. The category has drawn capital from a wide range of investors: XPeng's Dogotix humanoid robot unit raised $900 million this week at a $6.3 billion post-money valuation, and Castelion closed a $1 billion Series C at a $13 billion valuation earlier in August to apply autonomy to hypersonic missiles. According to Dealroom.co data cited by The Robot Report, investors have put more than $8.7 billion into humanoid robotics so far this year, two-thirds of which has gone to Chinese companies.

What to Watch Through Year-End

Three checkpoints follow. The round's closing, expected within weeks, will reveal whether the $6 billion pre-money becomes the new floor for physical AI foundation-model labs. General Intuition's first commercial deployments, likely with logistics and warehouse robotics customers, will test whether the Medal-derived action-label dataset generalizes to settings the gaming data did not cover. And rival physical-AI labs, including Skild AI and Physical Intelligence, are also raising at premium valuations in the same window, which will determine whether the category is large enough to support multiple foundation-model winners or compresses to one or two.