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#artificial intelligence Preprint Oct 2026

Beyond Corrected Memory: Execution Consistency in Multi-Agent Systems

Shared memory coordinates agents'actions, but correct records do not establish that those actions satisfy task requirements. Memory governance and failure diagnosis regulate or inspect recorded information; they do not by themselves establish whether it is sufficient to judge task duties. We define execution consistenc...

Zhe Yu, Zi-Xuan Wang, Pei-Dong Wang et al. · 2 citations
#artificial intelligence Review Oct 2026

Hallucination Across the Reasoning Lifecycle: Interface Visibility, Causal Evidence, and Release Control in Large Reasoning Models

This survey synthesizes 312 papers and first-party reports on text-based reasoning hallucinations around three questions: what evidence is observable, what study designs establish, and which corrective actions the evidence supports.

Zhe Yu, Mo-Han Li, Lei Yu et al. · 0 citations

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