IRIndraKumar Reddy Guvvainindrareddy.hashnode.dev·May 11 · 12 min readThree People Who Never Agree Just Said the Same Thing About RoboticsSomething unusual is happening in physical AI right now. Not unusual in the sense of a single dramatic breakthrough. Unusual in the sense that people who almost never agree — a researcher who co-autho00
IRIndraKumar Reddy Guvvainindrareddy.hashnode.dev·May 11 · 19 min readStop Picking Sides: VLAs, JEPA, World Foundational Models, and WAMs Are All Solving Different ProblemsFive terms keep appearing in every robotics paper and every conference talk right now: VLA, JEPA, World Foundation Model, World Action Model, Steerable VLA. They get used interchangeably, or worse, po00
CClawSoulsinclawsouls.hashnode.dev·Feb 24 · 3 min readSoul Spec v0.5: From Chatbots to Robots — Agent Identity Goes PhysicalAnnouncing Soul Spec v0.5. The key change: support for robots and physical AI agents. The same format that defines a chatbot's personality now defines a robot's personality. Why Robots Need a Persona Standard Research published in 2025 proves one thi...00