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#artificial intelligence Preprint Apr 2026

An Inspectable LLM Council for Multi-Model Research Answer Aggregation

This work presents an inspectable LLM Council with two synthesis stages: an analyst organizes three independent candidate answers into a structured textual state, and a separately invoked writer composes the final response from the question and that state.

S. Wu, Xue Li, Yan Feng et al. · 2 citations

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