Skild AI – Building the Brain for Every Robot

A Bold Leap Beyond the Digital Frontier

Most modern AI systems remain confined to the digital world — mastering language, vision, and data but struggling to grasp the nuances of the physical realm. Skild AI is reimagining this paradigm. Their mission? To build a single robotic brain that works across any robot, for any task, unlocking Artificial General Intelligence (AGI) grounded in reality.

The Skild Brain: One Foundation, Infinite Applications

The centerpiece of Skild AI’s innovation is its omni-bodied intelligence model — a robotics foundation model trained to generalize across tasks and hardware types. From quadrupeds and humanoids to table-top arms and mobile manipulators, the Skild Brain learns and adapts through hierarchical architecture, balancing high-level navigation with fine-grained motor control. This structure enables it to deliver consistent performance even in cases of hardware variation or partial failure — an essential step toward truly generalized robotics.

Real Generalization, Not Semantic Illusions

In contrast to approaches that retrofit vision-language models (VLMs) with minimal robotics data, Skild AI is building from the ground up. Their approach demands actionable intelligence — a model that doesn’t just understand scenes but acts with physical common sense. The Skild Brain is pre-trained on data from simulations and internet video, and then post-trained on real-world tasks to ensure deployment-grade performance.

Decade of Research, Decade of Data

The team’s roots run deep — drawing on decades of research in imitation learning, self-supervised robotics, and sim2real transfer. Their past work has set milestones in the field, and Skild AI continues to scale data acquisition through simulations and web-scale human activity videos — bypassing the costly bottleneck of real-world data collection.

Evolution in Action

Skild AI’s development story is one of iteration and emergence. The capabilities of the Skild Brain have grown with each new dataset and training cycle, showcasing impressive strides in robustness, adaptability, and generalization. Now, the team is revealing results from 2024 — marking early milestones in their mission to bring scalable, embodied intelligence to the real world.

A Foundation for Real-World Deployment

By combining pretraining at scale with targeted real-world tuning, Skild AI delivers robotics systems that are not only intelligent but ready for deployment. Whether it’s industrial automation, logistics, or home robotics, the Skild Brain offers clients a flexible, learning-enabled foundation — an investment in a future where one brain powers many bodies.