AINeutralarXiv – CS AI · 8h ago6/10
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Modeling Clinical Concern Trajectories in Language Model Agents
Researchers introduce a lightweight LLM agent architecture that uses first- and second-order state dynamics to model gradual clinical concern escalation rather than abrupt threshold-based responses. The approach makes AI decision-making more transparent by revealing sustained risk signals before escalation, enabling better human oversight in clinical settings.