Analysis Ensemble
Discourse

Analyst Response

Responds to critiques from the Bullet Hole Producer. Either defends positions with additional evidence or revises based on valid challenges.

Key Principle
Maintain consistency—match the model that made the original analysis.
Recommended Model

Match original analyst

Cognitive Style

Reasoning / Heavy

Reasoning / Heavy

Consider edge cases. Weigh competing interpretations. Acknowledge nuance. Best when quality and depth matter.

Inputs

  • Original analysis
  • Critiques received

Outputs

  • Revised positions or defended claims