AI is moving off our screens and into the physical world. The discussion examines how intelligence is being deployed across real machines, from cars and trucks to mining equipment and defense systems. It explores why solving the same underlying software challenges across industries creates a powerful advantage, and what it takes to safely scale AI in environments where failure is not an option.