Skild AI CEO Details 'One Brain for Every Robot' Strategy
What happened
Skild AI's CEO, Deepak Pathak, outlined the company's strategy to build a single, general-purpose AI "brain" for all robots. He identified reliable physical interaction as the most difficult challenge in robotics. Skild AI is using large-scale data collection and simulation to create an adaptable software platform that can be deployed across different hardware and environments, from warehouses to city streets.
Why it matters
Skild AI's recent $1.4 billion Series C funding round, led by SoftBank Group with participation from NVIDIA's venture arm and Jeff Bezos, catapulted its valuation to over $14 billion. This capital infusion builds on a total of $1.81B raised since its founding in 2023, with early backing from powerhouse VCs like Lightspeed Venture Partners and Sequoia Capital. CEO Deepak Pathak is not just a founder but also the Raj Reddy Assistant Professor at Carnegie Mellon University's Robotics Institute, a hub for robotics research. His academic work pioneers curiosity-driven learning, developing AI that can learn in environments with sparse or no rewards, a foundational concept for creating general-purpose robots. The company's core technology, the "Skild Brain," is an "omni-bodied" foundation model, meaning it's designed to operate any robot—from humanoids to quadrupeds—without being trained on that specific hardware. It uses a hierarchical architecture, where a high-level policy decides on a goal and a low-level policy executes the precise motor controls, learning from massive-scale simulations and human videos to overcome the real-world data collection bottleneck. This "one brain" approach puts Skild in direct competition with other heavily-funded startups aiming to build general-purpose AI for robotics, such as Physical Intelligence, Sanctuary AI, and Figure AI. The surge in investment across these companies signals a broader VC trend toward foundational AI platforms for physical automation, with investors awarding premium valuations to AI-native robotics companies. While Skild AI pushes the frontier of general intelligence, the Turkish robotics ecosystem is maturing in specific industrial applications. Ankara-based Milvus Robotics, for example, develops autonomous mobile robots for warehouses and secured a $4.5 million investment to
Key numbers
- Skild AI's recent $1.4 billion Series C funding round, led by SoftBank Group with participation from NVIDIA's venture arm and Jeff Bezos, catapulted its valuation to over $14 billion.
- This capital infusion builds on a total of $1.81B raised since its founding in 2023, with early backing from powerhouse VCs like Lightspeed Venture Partners and Sequoia Capital.
- Ankara-based Milvus Robotics, for example, develops autonomous mobile robots for warehouses and secured a $4.5 million investment to
Quick answers
What happened in Skild AI CEO Details 'One Brain for Every Robot' Strategy?
Skild AI's CEO, Deepak Pathak, outlined the company's strategy to build a single, general-purpose AI "brain" for all robots. He identified reliable physical interaction as the most difficult challenge in robotics. Skild AI is using large-scale data collection and simulation to create an adaptable software platform that can be deployed across different hardware and environments, from warehouses to city streets.
Why does Skild AI CEO Details 'One Brain for Every Robot' Strategy matter?
Skild AI's recent $1.4 billion Series C funding round, led by SoftBank Group with participation from NVIDIA's venture arm and Jeff Bezos, catapulted its valuation to over $14 billion. This capital infusion builds on a total of $1.81B raised since its founding in 2023, with early backing from powerhouse VCs like Lightspeed Venture Partners and Sequoia Capital. CEO Deepak Pathak is not just a founder but also the Raj Reddy Assistant Professor at Carnegie Mellon University's Robotics Institute, a hub for robotics research. His academic work pioneers curiosity-driven learning, developing AI that can learn in environments with sparse or no rewards, a foundational concept for creating general-purpose robots. The company's core technology, the "Skild Brain," is an "omni-bodied" foundation model, meaning it's designed to operate any robot—from humanoids to quadrupeds—without being trained on that specific hardware. It uses a hierarchical architecture, where a high-level policy decides on a goal and a low-level policy executes the precise motor controls, learning from massive-scale simulations and human videos to overcome the real-world data collection bottleneck. This "one brain" approach puts Skild in direct competition with other heavily-funded startups aiming to build general-purpose AI for robotics, such as Physical Intelligence, Sanctuary AI, and Figure AI. The surge in investment across these companies signals a broader VC trend toward foundational AI platforms for physical automation, with investors awarding premium valuations to AI-native robotics companies. While Skild AI pushes the frontier of general intelligence, the Turkish robotics ecosystem is maturing in specific industrial applications. Ankara-based Milvus Robotics, for example, develops autonomous mobile robots for warehouses and secured a $4.5 million investment to
