Reasoning becomes traceable and governable when relocated to structured human-AI interaction protocols instead of being engineered inside models alone.
Opium, tobacco and alcohol: The evolving legitimacy of international action
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Governing Reflective Human-AI Collaboration: A Framework for Epistemic Scaffolding and Traceable Reasoning
Reasoning becomes traceable and governable when relocated to structured human-AI interaction protocols instead of being engineered inside models alone.