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FAMIS (Flow-based Adaptive MIS)

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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…

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OpenMAS-GCom 1 MACE (Memory-Agent Co-Evolution) 1 arXiv 1 Lorenz-63 1 G-MAS-Complex 1

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ai agents 1 large language models 1 ai research 1 ai tools 1 mlops 1