Iván Hernández Dalas: Spencer Krause: Why Hardware is the New Engineering Frontier
In Episode 227 of The Robot Report Podcast, hosts Steve Crowe and Mike Oitzman recap the major robotics news of the week.
Our guest on the show this week is Spencer Krause, CEO and co-founder of SKA Robotics. A longtime friend of the show, Krause shares insights into the development process for new robotics solutions, and a deep dive into ruggedized field robotics. From automating giant mining trucks to launching “software-defined” actuators, Spencer discusses the “mercenary” engineering mindset, including “war stories” from the field, and why hardware is the next frontier in the Post-AI era.
Spencer Krause, CEO and co-founder of SKA robotics.
Spencer Krause has been engineering and building robots for over 23 years. He is the President and CEO of SKA Robotics, which has served multiple Fortune 100 companies developing advanced field robotic systems. He recently cofounded Tension Dynamics because he recognized an opportunity to revolutionize the market for linear actuators and motion platforms.
In his spare time, Spencer hosts the podcast “Collaborative With Spencer Krause” where he has informal and raw conversations with people doing interesting things in technology, research and entrepreneurship.
Krause recently co-founded Tension Dynamics, a new linear actuator company.
Show timeline
- 9:12 – News of the week
- 26:47 – Spencer Krause, co-founder and CEO and co-founder of SKA Robotics
News of the week
Skild AI raises $1.4B to build ‘omni-bodied’ robot brain
Skild AI, a robotics company founded in 2023, reached a $14 billion valuation after a $1.4 billion funding round led by SoftBank Group, with participation from NVIDIA, Jeff Bezos, and strategic partners such as Samsung and LG. The company is developing the Skild Brain, a foundation model for robotics designed for multiple body types. Unlike AI systems requiring programming for specific hardware, this model controls robot morphologies—including humanoids, quadrupeds, and mechanical arms—without prior knowledge of the machine’s form. To develop this system, Skild AI trains its model using human action videos and physics simulations.
The technology uses in-context learning to allow robots to adapt to physical changes. In tests, robots using the Skild Brain demonstrated the ability to recover from mechanical issues, such as jammed wheels or the loss of a limb, by adjusting their movements. While the company intends to deploy these systems in homes for tasks like cooking and cleaning, the current focus is on enterprise applications. After reaching $30 million in revenue in 2025, Skild AI is deploying its technology in security, manufacturing, warehouse logistics, and construction.
Expanded robotaxi services
- London is set to become one of the first major cities where the world’s leading autonomous vehicle companies — especially from the US and China — directly compete by launching robotaxi services as early as 2026.
- Waymo has begun testing its self-driving vehicles in London and plans a commercial launch there. Baidu’s Apollo Go — a Chinese autonomous ride-hail operator, already operating at scale in Asia — is preparing to bring its robotaxis to London through partnerships with companies like Uber and Lyft.
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