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cs.AI2026
A Benchmark and Diagnostic Study of Epistemic Admission in Shared Agent Memory
Xiaoyang Li, Yiqi Wang, Chencheng Zhu +6
Evaluating claim admission in shared agent memory is challenging because repeated claims may be mistaken for independent evidence. An agent may copy or paraphrase a retrieved belie…
cs.AI2026
MemTX: Transactional Belief Commit for Stateful Agent Memory
Xiaoyang Li, Yiqi Wang, Haohui Lu +5
LLM agents increasingly coordinate through persistent shared memory: one agent's write becomes another agent's premise, and eventually a tool call with real side effects. Current a…