Multi-model AI agent with arbitration: three LLMs debate, Hermes judges

Experimental AI system where three language models debate questions, with a fourth model (Hermes) arbitrating the responses

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The fact

Zero-cost approach leveraging open-source or free models to create a decision agent capable of learning the relative reliability of each model

Prototype demonstrating an ensemble strategy where LLM diversity and intelligent arbitration can improve response quality without API costs

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