The Fourth Hop Changes the Risk Profile: Measuring Reliability in Multi-Step LLM Workflows
TL;DR for operators When one model output becomes input to the next stage, a final accuracy score tells you too little about where reliability is being lost. A workflow may fail because a required fact was never available, because a later composition step is intrinsically harder, or because an earlier mistake was allowed to propagate. Those failure modes call for different controls. ...