SearchSwarm: Delegation Intelligence in Agentic LLMs for Long-Horizon Deep Research

arXiv·medium signal

Proposes a delegation-based architecture where a coordinator agent decomposes unbounded research tasks and dispatches subtasks to worker agents, overcoming the fundamental limit that model context windows stay finite while real-world task context grows without bound. Targets long-horizon deep research specifically. For builders running multi-agent research pipelines, this is a concrete pattern for delegating subtasks rather than stuffing one context window.