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Intermediate

Dongming Jiang, Yi Li et al.Feb 22arXiv

This paper explains how AI agents remember things across long conversations and why many current tests don’t truly measure that memory.

#agentic memory#memory-augmented generation#long-context LLMs

Beginner

Haonan Bian, Zhiyuan Yao et al.Jan 11arXiv

RealMem is a new benchmark that tests how well AI assistants remember and manage long, ongoing projects across many conversations.

#RealMem#long-term memory#project-oriented interactions

Intermediate

Jiafeng Liang, Hao Li et al.Dec 29arXiv

This survey links how human brains remember things to how AI agents should remember things so they can act smarter over time.

#agent memory#episodic memory#semantic memory

Papers3