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cs.CL2026
MAVEN: Multi-Agent Verification-Elaboration Network with In-Step Epistemic Auditing
Yinsheng Yao, Jiehao Tang, Zhaozhen Yang +1
While explicit reasoning trajectories enhance model interpretability, existing paradigms often rely on monolithic chains that lack intermediate verification, allowing early errors…
cs.CL2026★ 1 cited
Memory in the Age of AI Agents
Yuyang Hu, Shichun Liu, Yanwei Yue +44
Memory has emerged, and will continue to remain, a core capability of foundation model-based agents. As research on agent memory rapidly expands and attracts unprecedented attentio…