Methodology
How one prompt becomes an auditable AI panel
AI Debate is designed to make model disagreement visible. The final answer is a synthesis, not a guarantee, and high-stakes claims still need primary sources or qualified experts.
Panel workflow
- Send the same user prompt to multiple providers.
- Collect each provider's answer, model label, and availability state.
- Ask the panel to critique or challenge important differences.
- Map agreement, disagreement, and claims that need outside verification.
- Synthesize a final answer that keeps major caveats visible.
What the consensus means
Consensus means the synthesis found overlapping reasoning across providers. It does not mean the answer is factual, current, unbiased, legal, safe, or suitable for your situation. Use the disagreement map as a checklist for what to verify next.