zhou shitao

Snake Swarm: A Heterogeneous Multi-Agent Architecture for Reliable LLM-Based Task Execution

Recent advances in large language models (LLMs) have not eliminated their tendency to produce errors on complex reasoning tasks. Existing mitigation strategies---scaling to larger models, majority voting, or post-hoc repair---each carry fundamental limitations in cost, reliabilit...