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Arie Scherson · @ariesnotebook

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Multi Model Ai Tools

From x.com/ariesnotebook

On December 20, 2025, I said I was going to set up something like a multi-model AI council that day, thanking @karpathy for the idea. I did not report whether I actually built or launched anything.

The project description I was reacting to belonged to @karpathy: an llm-council web app that looks like ChatGPT and sends each user query to multiple models through OpenRouter. The description says the models can see one another’s anonymized responses, then review and rank them.

  • The four models listed as currently included in @karpathy’s description were openai/gpt-5.1, google/gemini-3-pro-preview, anthropic/claude-sonnet-4.5, and x-ai/grok-4. This is a report of the quoted project’s model list, not a list of models I said I had implemented.

The description says the preceding material goes to a “Chairman LLM,” but the captured quote cuts off after “as co…”. I cannot determine what the chairman does next or whether those four models remain current.

Related: running ai models locally, ai tools and productivity, the ai wars heat up