Story
arxiv_cs_cl · Nov 5, 2026 · paper
Source brief
SMART: State-based Multi Agent Reasoning Traces for Verification-oriented Problem-Solving
arxiv.orgNov 5, 2026
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In brief
Complex problems with limited context, such as claims, require a means to obtain additional knowledge necessary for solution reasoning. We propose a multi-agent framework, SMART, to obtain knowledge through capturing the implicit state of participating entities in a problem conte