Loop Engineering Boosts Generative and Agentic AI

Loop engineering instructs AI to iterate on tasks until a condition is met, shifting from turn-by-turn to workflow-centric interaction. Poorly defined loops risk excessive resource use or endless cycles. Five precepts include clear goals, assessment mechanisms, human checkpoints, stoppage rules, and thorough testing.