Language Model Teams as Distrbuted Systems
5 hours ago
- #Distributed Systems
- #LLM Teams
- #Artificial Intelligence
- Large language models (LLMs) are becoming more capable, leading to interest in LLM teams.
- There is a lack of a principled framework for evaluating LLM teams, including questions like team usefulness, agent count, and structure impact.
- The paper proposes using distributed systems as a foundation for creating and evaluating LLM teams.
- Many advantages and challenges from distributed computing also appear in LLM teams, suggesting cross-field insights.
- The paper highlights the potential for practical insights by bridging distributed systems and LLM teams.