Moravec Paradox

The Moravec Paradox explains why AI can master language, reasoning and symbolic tasks while robots still struggle with movement, touch and real-world action. This article examines the gap between digital intelligence and embodied intelligence, showing why the next frontier of AI is not just larger models, but Physical AI: systems that combine foundation models, robotics, sensors, simulation and real-world deployment. From humanoid robots and warehouse automation and the growing China–United States robotics race, the article argues that the paradox is not disappearing — it is being compressed. The hardest problem in artificial intelligence may not be the mind, but the body.