Author

Pin-Gan Song

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#artificial intelligence Preprint Sep 2026

A Benchmark and Diagnostic Study of Epistemic Admission in Shared Agent Memory

The Correlated Promotion Benchmark (CPB), which evaluates whether candidate claims should be admitted to shared memory, shows that policies which deduplicate sources reject many true claims alongside false ones, whereas policies preserving answer coverage admit nearly as many false claims as unrestricted sharing.

Xiao-Yang Li, Yi-Qi Wang, Chen-Cheng Zhu et al. · 1 citation

Jul 2026

MemTX: Transactional Belief Commit for Stateful Agent Memory

This work argues that a memory write is not a belief commit, and presents MemTX, a transactional belief-commit protocol, a transactional belief-commit protocol that leads all eight baselines with paired-McNemar significance on four backbones and statistically ties the best baseline on the fifth and strongest, while rem...

Xiaoyang Li, Yi-Qi Wang, Haohui Lu et al. · arXiv.org · 5 citations · ⚡1