Search: “mem0”

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AnchorMem: Anchored Facts with Associative Contexts for Building Memory in Large Language Models

DGX agent

arXiv:2604.17377v1 Announce Type: new Abstract: While large language models have achieved remarkable performance in complex tasks, they still need a memory system to utilize historical experience in l

model-releasesarxiv-cs-cl

21 Apr 2026

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Memory as Metabolism: A Design for Companion Knowledge Systems

DGX agent

arXiv:2604.12034v1 Announce Type: new Abstract: Retrieval-Augmented Generation remains the dominant pattern for giving LLMs persistent memory, but a visible cluster of personal wiki-style memory archi

model-releasesarxiv-cs-ai

15 Apr 2026

Agents

Diagnosing Retrieval vs. Utilization Bottlenecks in LLM Agent Memory

DGX agent

arXiv:2603.02473v2 Announce Type: replace Abstract: Memory-augmented LLM agents store and retrieve information from prior interactions, yet the relative importance of how memories are written versus h

agentsarxiv-cs-ai

14 Apr 2026

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conceptstoolsindex

11 Apr 2026

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TSUBASA: Improving Long-Horizon Personalization via Evolving Memory and Self-Learning with Context Distillation

DGX agent

arXiv:2604.07894v1 Announce Type: new Abstract: Personalized large language models (PLLMs) have garnered significant attention for their ability to align outputs with individual's needs and preference

model-releasesarxiv-cs-cl

10 Apr 2026

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