Tesla's Optimus and other humanoid robots are generating hype about transforming labor and becoming trillion-dollar industries, but roboticists remain skeptical that current AI advances alone can solve the physical complexity of making truly useful general-purpose machines. Progress is happening gradually in labs, though the gap between promotional timelines and actual capabilities remains substantial.