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cs.SE2026
When Not to Write Memory: Governing False Promotion from Correlated Agent Traces
Yijiashun Qi, Xiang Xu, Yuxuan Li
Long-lived language agents increasingly write reusable memories from their own execution traces. The key safety question is not only what agents should remember, but when they shou…
cs.AI2026
When Corrective Hints Hurt: Prompt Design in Reasoner-Guided Repair of LLM Overcaution on Entailed Negations under OWL~2~DL
Yijiashun Qi, Xiang Xu, Yuxuan Li
We report a reproducible error pattern in GPT-5.4 on OWL~2~DL compliance queries: the model frequently answers ``unknown'' when the reasoner-entailed answer is ``no'' under \emph{F…