Aggregation Topology
The structural design by which the answers of multiple agents in a multi-agent system are combined into a final decision, such as serial relay, polling, voting, and hierarchical aggregation. It is a design variable independent of the models themselves.
Timeline (last 90 days)
For every model, there is one aggregation topology that amplifies its baseline gap, but which topology it is varies by model, so no single design reliably mitigates or reliably amplifies bias.
The only topology that never pools counterfactual perspectives is the one that cannot be reliably fixed.
Aggregation topology refers to the structure by which multiple agents' answers are combined into a final decision, such as serial relay, polling, voting, and hierarchical aggregation.
All Facts (3)
For every model, there is one aggregation topology that amplifies its baseline gap, but which topology it is varies by model, so no single design reliably mitigates or reliably amplifies bias.
50%UnverifiedThe only topology that never pools counterfactual perspectives is the one that cannot be reliably fixed.
50%UnverifiedAggregation topology refers to the structure by which multiple agents' answers are combined into a final decision, such as serial relay, polling, voting, and hierarchical aggregation.
50%