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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Mingxuan Yuan

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#artificial intelligence Preprint Sep 2026

Self-Evolving Algorithm-Design Agents: Escaping In-Context Evolutionary Stagnation via Population-Curated Policy Optimization

Large language models are increasingly participating in complex real-world tasks in the form of algorithm-design agents, designing and refining algorithms. Many successful algorithm-design agents adopt pure in-context evolutionary frameworks, but they may quickly plateau in domains that require specialized knowledge. P...

Chen-Han Lu, Ke Xue, Si-Yuan Xu et al. · 0 citations
2025

Accurate KV Cache Eviction via Anchor Direction Projection for Efficient LLM Inference

A novel method, namely AnDPro, is proposed, which introduces a projection-based scoring function to more accurately measure token importance and guide more accurate token selection in key-Value cache eviction.

Zijie Geng, Jie Wang, Ziqi Liu et al. · 6 citations

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