AIBullisharXiv – CS AI · 18h ago6/10
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SearchSwarm: Towards Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research
Researchers present SearchSwarm, a framework that trains large language models to intelligently delegate complex tasks to subagents while managing finite context windows. The resulting 30B-parameter model achieves state-of-the-art performance on research benchmarks by learning when and what to delegate, addressing a critical bottleneck in agentic AI systems.