A startup just raised nearly half a billion dollars to teach robots using YouTube school

Rhoda AI, a robotics startup, emerged from stealth with a massive $450 million funding round. Their mission is to solve a core problem in robotics: teaching AI models about the physical world. While large language models have been trained on the entire internet's text, there's no equivalent "internet-scale" dataset for physical actions—until now. The company's approach, called Direct Video Action (DVA), involves pretraining AI models on vast amounts of internet video. This builds a foundational understanding of motion, physics, and object interaction, which can then be fine-tuned for specific real-world tasks in industries like automotive, manufacturing, and logistics. The company argues that previous lab demonstrations using manually collected robot data weren't robust enough for commercial use, and their video-based method could finally bridge the gap to creating truly useful, general-purpose robot intelligence.