Research guides
These guides connect related papers around a practical question. They are not substitutes for the papers; each guide links to the primary paper, PDF, and citation.
Agent memory: changing facts and reusable procedures
A guide to two complementary agent-memory designs: temporal event memory and procedural experience replay.
Adaptive handoffs for multi-agent systems
A practical reading guide to choosing a typed dependency graph or natural-language handoff for each agent task.
Web QA: retrieve evidence, rank answers, extend to more languages
A research lineage from web-scale training data to context-aware answer ranking and low-resource multilingual supervision.