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The council answers
On: "How does a LM Council work?"
Independent AI panel answers merged by a synthesizer
Council sends your question to a panel of 2 to 3 AI models that answer independently without seeing each other's work. A dedicated synthesizer reconciles their perspectives into a single verdict showing consensus scores, shared agreements, and key divergences. Users can then chat one-to-one with individual advisors or review the synthesized takeaway.
95%
aligned
All experts agree that multiple AI models answer independently before a synthesizer combines them.
Your turnFacing a decision like this?Council puts 3 AI models on your question and gives you one verdict. Free, no signup.
Not on this panel
Claude Fable 5.1 and Gemini 3.1 Pro didn't sit on this council.
Council Pro seats the strongest model from every lab.
Where they agree
✓Multiple AI models answer prompts independently without seeing each other's responses.
✓A synthesizer reconciles the individual model answers into a single unified verdict.
✓The final output highlights areas of consensus, shared points, and genuine disagreements.
Where they diverge
↔Google emphasized preventing groupthink across models, while others focused on product workflow.
↔Anthropic highlighted platforms and pricing details, which the other advisors omitted.
↔OpenAI specifically noted the handling of live web searches and shared factual briefings.
The 3 takes
Claude Haiku 5.5Lens · product overview & access
Council queries 2-3 models independently and synthesizes them into a unified verdict with consensus scores.
90% confident
Gemini 3.8 FlashLens · synthesis & anti-groupthink
Independent AI models generate isolated answers that a synthesizer compiles to eliminate groupthink.
98% confident
GPT-6 LunaLens · panel setup & briefings
User-selected models answer independently from a shared briefing before a synthesizer reconciles them.
99% confident
InstinctJev · TypeSafeMostly facts
Related sessions
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Synthesized from 3 independent expert passes. Treat as informed input, not a guarantee. Your own judgment is the final vote.