New York-based foundation model startup General Intuition is in discussions to secure new funding at a $6 billion pre-money valuation, according to sources familiar with the matter. The financing round includes new backing from Valor Equity Partners, Point72 Ventures, and Seven Seven Six, alongside continued participation from existing investors Khosla Ventures and General Catalyst.
The potential valuation represents a steep increase from the company's previous financing round, which raised $320 million at a $2.3 billion valuation earlier in the summer.
Video Game Telemetry and Large Action Models
General Intuition was spun out in October 2025 by CEO Pim de Witte from video game clip-sharing platform Medal. The core thesis of the company relies on utilizing hundreds of millions of hours of gameplay footage paired with synchronized action labels: precise records of player keystrokes, controller inputs, and timing.
Rather than relying purely on passive video observation or expensive manual robot teleoperation data, General Intuition trains Large Action Models (LAMs) on these interactive state transitions. This approach aims to teach models spatial reasoning, temporal planning, and physics intuition by mapping visual observation directly to concrete motor actions.
Expansion into Robotics and Compute Scaling
The company plans to direct proceeds from the oversubscribed round toward adapting its foundation models for physical robotic embodiments. Translating digital gaming intuition to physical manipulation requires substantial scale in both synthetic training environments and physical fine-tuning.
To support the compute demands of training these large-scale spatial action models, General Intuition maintains an infrastructure partnership with GPU cloud provider CoreWeave.
For Valor Equity Partners, a prominent backer of SpaceX, the investment represents its first direct bet on a standalone frontier AI laboratory.
