#llm-hallucination

Council Mode Cuts Multi-Agent LLM Hallucination 35.9% at 4.2x Token Cost on HaluEval

Council Mode routes queries through three frontier LLMs and a consensus model, cutting hallucinations 35.9% on HaluEval at 4.2x token cost. Major frameworks lack this pattern.