Spawn-and-Isolate Fan-Out

An orchestrator owns the full context and spawns context-isolated workers that return one compressed artifact each; a dedicated aggregator merges them.

Properties

family: Coordination & Scaling
maturity: emerging
diagram: fan-out
whyMultiAgent: For breadth-first, independent sub-explorations that exceed one context window, isolated workers beat a single growing context, the new failure mode being context pollution at fan-in.
mast: [Cat 2]
useCases: [Deep research][Breadth-first exploration][Many-source synthesis]
source: DACS · arXiv:2604.07911

Provenance

Source: https://arxiv.org/abs/2604.07911