Embodied intelligence company Generalist AI has completed a $400 million financing round, reaching a valuation of $2 billion. The MarsBit item described the round as being at the “2.7 billion” scale and named Nvidia, the Bezos family office, and Fei-Fei Li among the participating institutions and scientists. The financing places Generalist AI in a higher valuation range while bringing its technical direction further into public view.
GEN-1 focuses on practical tasks
Generalist AI founder Pete Florence is described as a foundational figure behind VLA models. In discussing the company’s model direction, he emphasizes orientation toward real task objectives rather than pursuing the label of a “world model.” According to the provided information, the company’s GEN-1 model achieved a 99% success rate in physical tasks, a result used to present its progress in embodied intelligence task execution.
The participation of Nvidia, the Bezos family office and Fei-Fei Li gives this financing round both industrial and scientific context. Generalist AI’s $400 million raise, $2 billion valuation and GEN-1’s reported 99% success rate in physical tasks are described in the source item as marking embodied intelligence’s move toward commercial practicality.

