Layered ensembling: each layer of agents reads the previous layer’s outputs as auxiliary context, and an aggregator synthesises a final answer.
Properties
family
Independence & Ensembling
maturity
established
diagram
layers
whyMultiAgent
Aggregating several independent proposers beats any single one, open-source ensembles built this way have surpassed a single frontier model on quality benchmarks.
