- Generalist raised nearly $200 million more, led by 8VC, taking its valuation from $2 billion to $3 billion in about six weeks.
- The new capital extends June’s $400 million Series B, bringing the round’s total to $600 million.
- Generalist was founded in 2024 by former Google DeepMind and Boston Dynamics researchers building AI models that let robots learn tasks with minimal training.
The robotics startup Generalist has raised nearly $200 million in fresh capital led by 8VC, which backed Cognition and Fractile, according to two people familiar with the deal, pushing its valuation to $3 billion.
A regulatory filing confirms the new money is an extension. The capital tops up the $400 million Series B that Radical Ventures led in June at a $2 billion valuation, bringing the round’s total to $600 million.
From DeepMind and Boston Dynamics to a $3B robotics bet
Generalist was founded in 2024 by Pete Florence and Andy Zeng, both former Google DeepMind researchers, along with Andrew Barry, a former engineer at Boston Dynamics. The company operated quietly until recently, revealing its technology in stages — GEN-0 in November 2025, then GEN-1 in April 2026.
Generalist builds foundation models that let a single AI system control different robot bodies and learn new physical tasks without engineers having to hand-code every movement.
For example, instead of programming a robot arm separately to fold laundry, sort parts, and mix ingredients, a single Generalist model is meant to handle all three after watching demonstrations.
Its newest model, Gen 1.5, reportedly lets robots learn a task from a video demonstration as short as 3 to 12 seconds, the company claims.
The race for the robot brain
That’s the crux of the physical AI problem: language models learn by scraping text and images from the internet, but there’s no equivalent trove of robots successfully performing tasks in the real world. Whoever solves that data bottleneck first has a real shot at owning the category.
Generalist isn’t the only one trying. Physical Intelligence is valued at roughly $11 billion. Skild AI, backed by SoftBank and Nvidia, sits at $14 billion. Genesis AI emerged from stealth with a $105 million seed round from Eclipse Ventures and Khosla Ventures, and Field AI has reportedly raised at a $2 billion valuation.
While its rivals chase scale and headline valuations, Generalist’s pitch is narrower: a hardware-agnostic model that works with off-the-shelf robot arms rather than purpose-built humanoids.
The broader vision
8VC backed Generalist’s Series B in June alongside Radical Ventures, Nvidia, Union Square Ventures, and Bezos Expeditions, and this extension deepens that position.
The firm has also backed Cognition, now reportedly in talks near a $40 billion valuation, and Fractile, valued around $6.5 billion — both signs that 8VC tends to keep writing checks once it’s convinced.
Other backers include Norwest, Spark Capital, and Hanabi Capital, as well as angel investors Fei-Fei Li, Zoom CEO Eric Yuan, Xiaomi co-founder Lin Bin, and Naval Ravikant.
Generalist says the new capital will go toward compute, hiring, and expanding the range of robot hardware its models support. It’s currently working with a small number of customers, using their feedback to adapt the model to specific use cases.
A billion-dollar valuation in six weeks is either evidence that physical AI is about to have its ChatGPT moment, or evidence that investors are pricing in a moment that hasn’t arrived yet. Either way, the next test is whether Gen 1.5 can do in a customer’s warehouse what it does in a demo video.
