Robotics startup Generalist reaches $3B valuation, sources say

Generalist, a robotics startup that has kept a low profile until recently, is now said to be worth $3 billion after taking in more capital led by 8VC. Two people familiar with the deal say the fresh money totals nearly $200 million, and a regulatory filing backs up that figure.

This new cash is not a fresh standalone round. It extends the company’s $400 million Series B, announced in June and led by Radical Ventures when Generalist was valued at $2 billion. Put together, the round now stands at $600 million.

Generalist was founded in 2024 by former Google DeepMind researchers Pete Florence and Andy Zeng, plus former Boston Dynamics engineer Andrew Barry. The company has drawn support from 8VC, Radical Ventures, Nvidia, Union Square Ventures, Bezos Expeditions, and AI researcher Fei-Fei Li. Until lately, it has been operating with very little publicity.

The startup is building an AI foundation model meant to work across different robots. Generalist says its Gen 1.5 model can help robots learn new tasks from video demonstrations as short as 3 to 12 seconds, and it is already working with a handful of customers to shape the model around specific uses.

The bigger story is the investor mood around robotics. Generalist is one of several companies chasing a broad robot brain, alongside Physical Intelligence, Skild AI, and Genesis AI. Some backers seem to think robotics is nearing its own ChatGPT moment. Others are less convinced, since robots don’t get to train on the whole internet the way language models do.