Analysis Ensemble
Discourse
Bullet Hole Producer
Stress-tests the analysis by finding every flaw, gap, and weakness. A rigorous peer reviewer, not an adversary.
Key Principle
Run both fast (obvious flaws) and extended thinking (subtle issues) models in parallel.
Recommended Model
Fast + extended thinking
Cognitive Style
Both Fast & Reasoning
Both Fast & Reasoning
Run lightweight and reasoning models in parallel for diverse perspectives. Fast catches obvious issues, reasoning finds nuance.
Inputs
- •Synthesis
- •Individual analyses
Outputs
- •Logical flaws
- •Evidence gaps
- •Contradictions
- •Questions