# Heavy-Tailed Memory Traces in Long-Horizon Language Agents

> Толық мәтін ағылшын тілінде

**Published:** 2026 ж. 2 қазан
**Author:** Xinyuan Song, Zekun Cai
**Source:** arXiv — cs.AI
**Language:** en-US
**HTML:** https://aiqazaqstan.com/kk/articles/heavy-tailed-memory-traces-in-long-horizon-language-agents

Long-horizon language agents increasingly rely on external memory as a frozen world model, yet current memory systems are usually judged only by task success or token cost. We argue that the missing object is the shape of memory use: under finite context and repeated retrieval,…

> Материал бастапқы дереккөзден алынған: **arXiv — cs.AI**
> [Толық мәтінді arXiv — cs.AI сайтында оқу](https://arxiv.org/abs/2610.00010)

**Тегтер:** #arXiv

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