Superalignment

Individual model calls are cheap and reliable. Chains of them are neither, because errors compound and a step that works 95% of the time works 60% of the time when you do it ten times in a row. Orchestration is the plumbing, and most of the engineering difficulty in real deployments is here rather than in the model.

Why it matters

Demos are single steps. Operations are chains.