Author

Zheng Wu

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#artificial intelligence May 2026

Useful Memories Become Faulty When Continuously Updated by LLMs

This work traces the regression to the consolidation step rather than the underlying experience: the same trajectories yield qualitatively different memories under different update schedules, and an episodic-only control that simply retains those trajectories remains competitive with the consolidators the authors test.

Dylan Zhang, Yan-Shan Lin, Zheng Wu et al. · arXiv.org · 10 citations