Accelerating the Next Stage of Physical AI

Generalist has secured $400 million in new investment to build intelligence that can understand and act in the physical world. With this investment, the company's cumulative funding has surpassed $500 million, with major investors including Radical Ventures leading the round, alongside NVIDIA, Bezos Expeditions, and others.

The company has secured a technical edge through the scaling of robot learning.

• GEN-0: Ushered in the pretraining era for robotics, proving scaling laws where more physical experience and larger models produce better systems.
• GEN-1: A model capable of commercial-level use, achieving 99% reliability across diverse tasks and showing 3x faster execution speed compared to existing systems.

Going forward, Generalist aims for Physical AGI that is not confined to any specific robot form, operating across all platforms from humanoids to industrial robot arms. The company plans to complete a flywheel structure in which scaling robot learning produces better models, and real-world data in turn further refines those models.