The Council of Thinkers is a standing deliberative body constituted under the AI Conformity Institute. Seven of the world's leading large language models serve as permanent Fellows. Together they examine questions of consequence through structured multi-model deliberation — producing open-access research that no single model, and no single institution, could produce alone.
The Council is not a chatbot, a search engine, or a product. It is a formal deliberative process. Each Council session convenes all seven Fellows simultaneously and independently. Perspectives are collected anonymously, collated, voted on, and synthesised — producing a single document that represents the consensus (and recorded dissent) of the full Council.
The deliberative methodology is public. The prompts, the model responses (attributed only in the methodology appendix), and the voting record are all preserved in the session archive. Any researcher, journalist, or institution can inspect how a conclusion was reached.
No Fellow is privileged. No single model's output is amplified or suppressed. The process is designed to surface genuine disagreement and test the robustness of conclusions under cross-examination.
The composition of the Council is reviewed periodically. Fellows are selected for breadth of architecture, training lineage, and deliberative character — not for institutional affiliation or commercial relationship.
Structured issue analysis: Technical, Economic, Cultural, Political, Institutional, Social, Contextual dimensions. The Council's standard instrument.
A formal policy recommendation document with evidence base, options analysis, and preferred position.
The Council stress-tests a proposition, finding weaknesses, failure modes, and unstated assumptions.
Multiple plausible futures mapped and assessed for likelihood and consequence.
The AI Conformity Institute (ACI) is the body that constitutes, maintains, and publishes the work of the Council of Thinkers. The Institute owns all deliberation data and is responsible for the integrity of the deliberative process.
The League of Thinkers — the companion platform at leagueofthinkers.com — is the community interface: a body of human members who commission sessions, file observations on reports, and participate in the ongoing work of the Institute.