Physical AI that Moves the World — Qasar Younis & Peter Ludwig, Applied Intuition

Applied Intuition provides a comprehensive technology stack for physical AI, enabling intelligence in safety-critical moving systems ranging from autonomous vehicles and trucks to construction, mining, and defense equipment. By functioning as a technology provider rather than a manufacturer, the company offers a suite of simulation tools, operating systems, and AI models that address the fragmentation of software across industrial hardware. Key operational strategies include utilizing reinforcement learning and world models to optimize performance, while maintaining a rigorous focus on safety-critical validation and reliability. The company emphasizes the necessity of hardware-software integration, where engineers must account for physical constraints like latency and power efficiency. By consolidating operating systems and providing advanced developer tooling, Applied Intuition facilitates the transition from traditional, hand-coded industrial systems to dynamic, intelligent machines capable of operating in diverse, real-world environments.