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Robotics startup Generalist reaches $3B valuation, sources say

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Robotics startup Generalist reaches $3B valuation, sources say

Robotics startup Generalist is now valued at $3 billion after raising additional capital led by investment firm 8VC, according to two people with knowledge of the funding. The fresh capital totals nearly $200 million, per a regulatory filing.

The new money is an extension of a $400 million Series B round led by Radical Ventures that Generalist announced in June at a $2 billion valuation. With the new tranche added, the round's total funding reaches $600 million. Generalist and 8VC did not respond to requests for comment.

Generalist was founded in 2024 by former Google DeepMind researchers Pete Florence and Andy Zeng, along with former Boston Dynamics engineer Andrew Barry. Early backers include 8VC, Radical Ventures, Nvidia, Union Square Ventures, Bezos Expeditions, and AI researcher Fei-Fei Li. Until recently the startup operated with little publicity.

The company is building an AI foundation model meant to work across different kinds of robots. It says its newly released Gen 1.5 model lets robots learn new tasks from video demonstrations as short as 3 to 12 seconds. Generalist is working with a handful of customers and using their feedback to tailor the model to specific use cases, according to one source.

Generalist is not alone in the race to build a general purpose brain for robots. Competitors include Physical Intelligence, reportedly valued at $11 billion; SoftBank backed Skild AI, valued at $14 billion; and Genesis AI, which was in talks as of last month to raise capital at a $3 billion valuation. The funding surge reflects a bet from some investors that robotics may be nearing its own ChatGPT moment, when robots can perform general tasks without being trained for each one individually. Some VCs caution that, because robots cannot be trained on the entirety of the internet's data the way large language models can, a truly general robotics model may still be years away.

Key facts

  • Generalist's valuation reached $3 billion after raising nearly $200 million in new capital led by 8VC, according to two people with knowledge of the funding.
  • The new money extends Generalist's $400 million Series B, led by Radical Ventures and announced in June at a $2 billion valuation; the round now totals $600 million.
  • Founded in 2024 by former Google DeepMind researchers Pete Florence and Andy Zeng and former Boston Dynamics engineer Andrew Barry, with early backing from 8VC, Radical Ventures, Nvidia, Union Square Ventures, Bezos Expeditions, and Fei-Fei Li.
  • Generalist's newly released Gen 1.5 model reportedly lets robots learn new tasks from video demonstrations as short as 3 to 12 seconds long.
  • Rivals in general purpose robotics AI include Physical Intelligence (reportedly valued at $11 billion), Skild AI (valued at $14 billion), and Genesis AI (in talks at a $3 billion valuation as of last month).

Why it matters

Generalist's jump to a $3 billion valuation, up from $2 billion in June, shows investors betting that a single AI model can eventually control many kinds of robots instead of each one needing task specific training. The round joins a wave of large robotics AI raises this year at similar valuations, pointing to a race among well funded labs chasing a robotics equivalent of the ChatGPT moment: a model that generalizes across tasks and hardware rather than being purpose built for each.

Who it affects

Investors 8VC and Radical Ventures deepen their bets on general purpose robotics AI, while Generalist's founders, Pete Florence, Andy Zeng, and Andrew Barry, veterans of Google DeepMind and Boston Dynamics, gain fresh capital and validation. Competing labs Physical Intelligence, Skild AI, and Genesis AI sit in the same funding tier and compete for customers and talent. Generalist's early customers, unnamed in the source, are already shaping the model through feedback tied to their specific use cases.

How to use it

Generalist has not made Gen 1.5 broadly available. The source describes the company working with a handful of customers who give feedback used to tailor the model to their use cases. No pricing, licensing terms, or public access details appear in the source.

How solid is it

The valuation and funding figures come from two unnamed people with knowledge of the funding and a regulatory filing, not from a Generalist announcement, and Generalist and 8VC declined to comment when asked. The $400 million Series B and the $2 billion June valuation were previously announced by the company itself, giving that part of the story firmer footing than the new $3 billion figure and the roughly $200 million tranche, which rest on anonymous sourcing.

Risks and caveats

The headline valuation rests on anonymous sourcing rather than confirmation from Generalist or 8VC, and no date is given for when the new capital closed. The source does not name which investors joined the new tranche beyond 8VC leading it, nor does it identify Generalist's customers or their use cases. Some VCs quoted in the piece caution that general purpose robotics AI faces a harder path than language models did, since robots cannot train on the same scale of internet data that LLMs use.