Gated-Memory Routing Makes Multi-Agent LLM Collaboration More Efficient

Summary

Researchers introduce Gated-Memory Routing, a multi-agent LLM orchestration framework that stores only useful execution steps and retrieves compact context for each decision. Across five reasoning and code-generation benchmarks, it exceeded the strongest baseline by 2.44 average accuracy points and reduced HumanEval inference cost by 31.9%.