Why Traditional Robotics Data Collection Is Obsolete and What Replaces It

Summary In this episode, we sit down with Eric Chan, the chief scientist and co-founder of Rhoda AI, to discuss their groundbreaking work in robotics. Rhoda AI is pioneering the use of a Direct Video Action model, which leverages internet video data to train intelligent robots. This innovative approach allows for efficient data use and the ability to tackle complex tasks with minimal training. Eric shares insights into the challenges of data collection, the potential for zero-shot learning, and the future of robot deployment in real-world applications. Join us as we explore the exciting possibilities of scalable and adaptable robotics. Learn more: https://www.rhoda.ai/ Key Takeaways: + Rhoda AI's unique approach to robotics using video data. + The efficiency and scalability of their training model. + Potential for zero-shot learning in robotics. + Insights into the challenges and future of robotics. ### Listen for a special discount code to save money on your registration to the 2026 Robotics Summit and Expo: https://www.roboticssummit.com/ – SPONSORS – This episode is brought to you by Yamaha Robotics Group (YRG) — driving the future of smart automation. Yamaha’s Linear Conveyor Modules and Advanced Operator Interfaces are helping engineers push efficiency and flexibility further than ever. And let’s face it: the PLC isn’t going anywhere — it’s evolving. LEARN MORE AT: https://hs.yrginc.com/therobotreport This episode is brought to you by maxon USA. If you’re designing robots beyond controlled factory cells, mobile manipulators, quadrupeds, or humanoids maxon is worth a stop at the Robotics Summit in Boston. At the show, maxon is exhibiting its High Efficiency Joint (HEJ) portfolio: fully integrated robotic joints that combine motor, gearing, electronics, and sensing in a compact unit. Built for cyclic loads, impacts, and continuous operation, HEJ joints are designed for real‑world robotics. See the HEJ90 demonstrator at Booth 419. LEARN MORE AT: https://www.maxongroup.com/en-us