Your Agent Aced the Task. Will It Do It Again?
The article presents a diagnostic and guideline system that measures and halves the consistency gap between average accuracy and per-task reliability in LLM agents, without reducing mean performance.
The article presents a diagnostic and guideline system that measures and halves the consistency gap between average accuracy and per-task reliability in LLM agents, without reducing mean performance.