NuHF Claw: A Risk Constrained Cognitive Agent Framework for Human Centered Procedure Support in Digital Nuclear Control Rooms

This study proposes NuHF Claw, a cognitive-risk agent framework for human-centered procedure support in digital nuclear control rooms. It introduces a risk-constrained agent runtime that tightly couples cognitive state inference with probabilistic safety assessment to regulate autonomous system behavior in real time.