Efficient Tree-Structured Deep Research with Adaptive Resource Allocation

Lunyiu Nie, Nedim Lipka, Ryan A. Rossi +1

Deep research agents, which synthesize information across diverse sources, are significantly constrained by the sequential nature of reasoning. This bottleneck results in high late…