Fluency in large language models is not the same as reliability, and a two-layer stabilization system is needed to make human-AI reasoning traceable and governable.
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The Missing Knowledge Layer in AI: A Framework for Stable Human-AI Reasoning
Fluency in large language models is not the same as reliability, and a two-layer stabilization system is needed to make human-AI reasoning traceable and governable.