One question, several models
Concilium is a method for bringing several AI model families to one difficult question. Instead of asking one assistant for a confident answer, it gives models different roles and lets them explore, challenge and extend one another's work. The human remains responsible for the question, the evidence and the final judgment.
The model families
The council can include Claude, which usually orchestrates the work and keeps the whole problem in view; Codex, which provides an independent OpenAI perspective and can review claims or run its own investigation; Kimi, an optional Moonshot seat that adds another independently trained lineage; and Grok, an optional xAI seat that brings a fourth route through the problem. Their roles can change—the point is to combine models whose strengths and weaknesses do not completely overlap.
Where it helps
