AI RESEARCH
Don't Make the LLM Read the Graph: Make the Graph Think
arXiv CS.AI
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ArXi:2604.23057v1 Announce Type: new We investigate whether explicit belief graphs improve LLM performance in cooperative multi-agent reasoning. Through 3,000+ controlled trials across four LLM families in the cooperative card game Hanabi, we establish four findings.