2 papers
cs.LG2026
Librarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Queries
Anikait Singh, Teresa Zhang, Yoonho Lee +3
Reasoning over long document contexts remains a challenge for large language models (LLMs). Standard retrieval methods are inherently reactive, bottlenecking agents with complex, c…
cs.AR2025
Five-Minute Rule 40 Years Later: A First-Principles Revisit for Modern Memory Hierarchy
Tong Zhang, Vikram Sharma Mailthody, Fei Sun +7
In 1987, Jim Gray and Gianfranco Putzolu introduced the five-minute rule, a simple, storage-memory-economics-based heuristic for deciding when data should live in DRAM rather than…