General Intuition raises $320 million to build AI models that act in the physical world
2 Sources
[1]
General Intuition raises $320 million to develop AI from gaming
Why it matters: The next phase of AI adoption and investment is expanding into the physical economy, according to a Goldman Sachs report shared exclusively with Axios. * GI's bet is that gaming -- both gameplay video and the player inputs that produced it -- can help build both world models and large action models faster and cheaper than by other training techniques. Cap table: Khosla Ventures led the Series A, joined by General Catalyst, Hedosophia, Bezos Expeditions, Innovation Endeavors, and Nico Rosberg. The bottom line: "It shouldn't have been possible to start a frontier lab in 2025. The doors were shut, they said. But thanks to Vinod [Khosla], and his relentless ability to believe in founding teams, it was." -- Pim de Witte, CEO of General Intuition
[2]
AI startup General Intuition raises $320 million from Khosla Ventures, General Catalyst, Jeff Bezos
General Intuition describes itself as a "frontier lab for acting in space and time." It focuses on the development of large action foundation models rather than conventional language models. Artificial intelligence startup General Intuition has raised $320 million in a funding round led by Khosla Ventures. General Catalyst, former Google CEO Eric Schmidt, and Amazon founder Jeff Bezos also participated in the round, which gave General Intuition a post-money valuation of $2.3 billion, the company announced on X. General Intuition describes itself as a "frontier lab for acting in space and time." It focuses on the development of large action foundation models rather than conventional language models. The company said its AI systems are trained on billions of action-labelled gameplay clips sourced from Medal, a gaming platform with more than 17 million monthly active users. Founder and CEO Pim de Witte said in a post on LinkedIn that the company uses these precise actions from the clips to "build foundation models that can perceive environments, predict what happens next, and generate the right action in real time, across many embodiments, virtual or physical." According to the company's website, General Intuition aims to build AI models that go beyond texts and videos. "Truly intelligent machines must move from words to worlds, and acquire the capacity to perceive, anticipate, and improvise. They need to obtain a general intuition of reality," the website reads. The company plans to use the funds to support continued research into large action models, expansion of computing infrastructure, and recruitment of engineering and research talent. Meanwhile, ET recently reported that Indian venture capital firms Peak XV Partners, NuVentures, DeVC and Activate are also increasingly investing in artificial intelligence startups beyond India. In 2025, Peak XV Partners invested in more than 10 US-based AI startups, including backend platform Supabase and AI analytics company PostHog, both founded by non-Indians. Activate, an AI-focused early-stage fund, has backed ElevenLabs.
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General Intuition, a frontier AI lab, has secured $320 million in funding led by Khosla Ventures, with participation from Jeff Bezos and General Catalyst. The startup is training large action models using billions of gameplay clips from Medal's 17 million monthly users, aiming to create AI systems that can perceive environments and take real-time actions in both virtual and physical spaces.
General Intuition Secures Major AI Funding to Pioneer Action-Based Intelligence
General Intuition has closed a $320 million Series A funding round led by Khosla Ventures, achieving a post-money valuation of $2.3 billion
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. The AI startup funding round attracted prominent investors including General Catalyst, Bezos Expeditions, Innovation Endeavors, Hedosophia, and former Formula 1 champion Nico Rosberg1
. Jeff Bezos and former Google CEO Eric Schmidt also participated in the round, signaling strong confidence in the company's unconventional approach to artificial intelligence development2
.
Source: ET
Training AI From Gaming Data to Build World Models
General Intuition describes itself as a "frontier lab for acting in space and time," focusing on large action models rather than conventional language-based AI systems
2
. The company's strategy centers on training AI models using billions of action-labelled gameplay clips sourced from Medal, a gaming platform with more than 17 million monthly active users2
. This gameplay data includes both video footage and the precise player inputs that produced it, providing a rich training ground for AI from gaming applications1
.Founder and CEO Pim de Witte explained that the company uses these precise actions from the clips to "build foundation models that can perceive environments, predict what happens next, and generate the right action in real time, across many embodiments, virtual or physical"
2
. The bet is that gaming can help build both world models and large action models faster and cheaper than alternative training techniques1
.
Source: Axios
Expanding AI Into the Physical Economy
The significance of this AI funding extends beyond the immediate capital injection. According to a Goldman Sachs report shared with Axios, the next phase of AI adoption and investment is expanding into the physical economy
1
. General Intuition's focus on creating AI systems capable of real-world action positions it at the forefront of this shift. The company's website emphasizes this vision: "Truly intelligent machines must move from words to worlds, and acquire the capacity to perceive, anticipate, and improvise. They need to obtain a general intuition of reality"2
.The company plans to deploy the funds to support continued research into large action models, expand computing infrastructure, and recruit engineering and research talent
2
. This infrastructure buildout will be critical as the company scales its training operations and attempts to create AI models that can operate across various virtual embodiments and physical systems.Breaking Through in a Crowded Frontier Lab Market
Pim de Witte's reflection on the funding round underscores the challenging environment for new AI labs. "It shouldn't have been possible to start a frontier lab in 2025. The doors were shut, they said. But thanks to Vinod [Khosla], and his relentless ability to believe in founding teams, it was," he stated
1
. The involvement of Vinod Khosla and other high-profile investors suggests that General Intuition's approach to building foundation models through gaming data represents a differentiated strategy worth backing despite the saturated market for AI startups.References
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