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Chronicles

The story behind the story

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Source: Physical Intelligence, a startup making an AI model for “any robot or physical device”, raised $70M from Thrive, Khosla, Lux, OpenAI, Sequoia, and more

Physical Intelligence (Pi, π, @physical_int). We're focused on bringing the amazing recent breakthroughs of AI and foundation models into the physical world. Ashlee Vance / @ashleevance : It's a two scoop kinda day. Welcome, world, to Physical Intelligence - a team of robotics and AI all-stars out to build a universal AI for machines. $70 million in !seed! funding from Thrive, Khosla, Lux and Sequoia https://www.bloomberg.com/... Chelsea Finn / @chelseabfinn : I'm really excited to be starting a new adventure with multiple amazing friends & colleagues. Our company is called Physical Intelligence (Pi or π, like the policy). A short thread 🧵 @physical_int : Hello world! We're Physical Intelligence or Pi (like π). Marvin von Hagen / @marvinvonhagen : @physical_int if you had just waited 2 days, you could have launched Pi on Pi Day Sergey Levine / @svlevine : Since cat is out of the bag, it's time I share: I'll be starting a new adventure with an incredible team of friends and long-time collaborators to take on the big challenge of robot learning at scale! It's called Physical Intelligence (Pi... or π, like the symbol). 🧵👇 Forums: Hacker News : Physical Intelligence Is Building a Brain for Robots

Bloomberg Ashlee Vance

Context & Ripple Effects

This seed round established Physical Intelligence as a well-backed attempt to build a shared AI layer for robots rather than a model tied to one machine. Later coverage shows the company pursuing that thesis through robot-task data used to build physical-world understanding.

The financing was an early step in a capital-escalation arc: Physical Intelligence later raised $400M at a $2B valuation, while subsequent reporting focused on whether its models can transfer skills to tasks beyond their training.

First-order effects

  • Physical Intelligence gains $70M and backing from major AI and venture investors to recruit, build models, and gather the robot interaction data its universal-model approach requires.
  • The investor group gives the startup immediate validation in the emerging market for robot “brains,” placing its platform ambition alongside the hardware makers that could use it.

Second-order effects

  • Robot manufacturers and automation customers gain another prospective software layer to evaluate, increasing pressure on robotics AI rivals to show that their models work across machines and tasks.
  • Because the product depends on data from robots performing real tasks, access to deployed hardware and task-data collection becomes a more important competitive complement to model development.

Third-order effects

  • If cross-robot models prove reusable, value in robotics could shift toward foundation-model platforms and proprietary interaction-data pipelines, while hardware vendors differentiate through integration and deployment access.
  • The subsequent focus on a model handling tasks it was not trained on underscores the key industry test: whether claimed generalization can reduce the need for bespoke robot programming at useful reliability.

The trend: This is an early marker of physical AI moving from specialized robot control toward capital-intensive, general-purpose model platforms built on real-world interaction data.

Discussion

  • @hausman_k Karol Hausman on x
    🚨 Big news 🚨 Together with a set of amazing folks we decided to start a company that tackles one of the hardest and most impactful problems - Physical Intelligence In fact, we even named our company after that: https://physicalintelligence.company/ or Pi (π) for short 🧵
  • @lachygroom Lachy Groom on x
    I'm starting a company with @brian_ichter, @chelseabfinn, @svlevine, @hausman_k, @QuanVng, and @SurajNair_1 called Physical Intelligence (π.com!). We're bringing general-purpose AI into the physical world.
  • @brian_ichter Brian Ichter on x
    Excited to announce that with a few incredible folks, we're starting a company — Physical Intelligence (Pi, π, @physical_int). We're focused on bringing the amazing recent breakthroughs of AI and foundation models into the physical world.
  • @ashleevance Ashlee Vance on x
    It's a two scoop kinda day. Welcome, world, to Physical Intelligence - a team of robotics and AI all-stars out to build a universal AI for machines. $70 million in !seed! funding from Thrive, Khosla, Lux and Sequoia https://www.bloomberg.com/...
  • @chelseabfinn Chelsea Finn on x
    I'm really excited to be starting a new adventure with multiple amazing friends & colleagues. Our company is called Physical Intelligence (Pi or π, like the policy). A short thread 🧵
  • @svlevine Sergey Levine on x
    Since cat is out of the bag, it's time I share: I'll be starting a new adventure with an incredible team of friends and long-time collaborators to take on the big challenge of robot learning at scale! It's called Physical Intelligence (Pi... or π, like the symbol). 🧵👇
  • @physical_int @physical_int on x
    Hello world! We're Physical Intelligence or Pi (like π).
  • @marvinvonhagen Marvin von Hagen on x
    @physical_int if you had just waited 2 days, you could have launched Pi on Pi Day