TL;DR: When we work with AI, it can look chaotic. The model suggests, we edit, the system rounds numbers and compresses data, then we repeat. It feels like this should spiral into nonsense. But the surprising result is that the loop calms down. Human–AI collaboration still finds a stable, good-enough outcome, even when the math underneath is rough.