Diagnosing and Mitigating Context Rot in Long-horizon Search.

arXiv:2606.29718v3 Announce Type: replace-cross Abstract: Extensive context has become the norm as Large Language Models (LLMs) are increasingly deployed in long-horizon search tasks. The concern that increasing context length degrades model capabilities, know