We expect robots to learn like ChatGPT and Claude — just feed them data and wait for magic. But in the physical world, getting enough experience is so brutally slow and messy that you can end up with a "100,000‑year" training gap. This post breaks down why robot learning is hard, what the sim-to-real buzzwords really mean, and what it will take to close that gap.