Human-in-the-Loop Reinforcement Learning for AI Governance: A Fast–Slow Decision Paradigm for Responsible LLM Deployment. (2026). Journal of Advanced Artificial Intelligence Research, 5(1). https://www.jaair.org/index.php/home/article/view/19