Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries.

arXiv:2610.22273v1 Announce Type: cross Abstract: Reasoning over long document contexts remains a challenge for large language models (LLMs). Standard retrieval methods are inherently reactive, bottlenecking agents with complex, cross-document reasoning at inf