Compound Probability Error: Why 85% Accurate AI Agents Fail Most Tasks

An AI agent with 85% accuracy fails 80% of 10-step tasks due to compounding error rates, researchers warn. The discovery highlights why high individual accuracy doesn't guarantee reliable production performance, spurring development of a four-check pre-deployment framework.