Long-context / context-window extension
Graph of Agents: Principled Long Context Modeling by Emergent Multi-Agent Collaboration
Current frontier — recent, not yet superseded in the knowledge base
0 papers critique it · 0 beat it on benchmarks
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.