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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
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…