16:03
2026-09-21
thelooplet.com
ai-agents
How to Build Reliable Graph-Enhanced Multi-Agent Systems Using Diagnostic Benchmarks and Adaptive Memory Graphs
OpenMAS-GCom, a diagnostic benchmark detailed in arXiv:2609.21527v1, found that removing a specialist agent from a multi-agent LLM graph caused a mean accuracy loss of 4.7%, while removing a critic no…