Hindsight

Robot fleets record thousands of hours of video, but real failures are rare and no one has time to find them. Gemini 4 Argon finds them, rebuilds each one as a digital twin, writes the reward, trains a fix with RL, catches reward hacking, and approves the fix only after checking every site.