Overview
A direct question can produce an answer before the model has been forced to examine competing interpretations. Stochastic consensus adds deliberate friction. Each agent must contribute a perspective, and the final stage must account for those perspectives before making a call.
This process is presented as consistently outperforming the simple approach of asking the question directly. Its value comes from the combination of independent analysis and synthesis, not merely from generating more text.