Bot18

Argon turns real robot footage into a simulated world shaped around the task, then teaches itself the task inside that world. With practice, work moves from slow reasoning into fast routines, so each attempt is more reliable and cheaper. The "policy" is Argon plus its harness: tools, compiled skills and a watcher.