Overview
Role specialization prevents the council from becoming several copies of the same generic assistant prompt. A contrarian configuration, a first-principles configuration, an outsider configuration, and an execution-oriented configuration are intended to approach the same question differently.
This is how a single-model council can still implement stochastic debate. The underlying model is shared, but the system varies the instructions that govern each agent's contribution.