Definition
Step amplification turns a small but reliable per-step signal into a strong global one by chaining many steps together — the basic mechanism behind iterative refinement, search, and most agentic capability gains. Useful when each step is honest; catastrophic when each step is a little bit wrong in a correlated direction.