AINeutralarXiv – CS AI · 14h ago6/10
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Agentic Driving Coach: Robustness and Determinism of Agentic AI-Powered Human-in-the-Loop Cyber-Physical Systems
Researchers propose a reactor-model-of-computation approach using the Lingua Franca framework to address nondeterminism challenges in AI-powered human-in-the-loop cyber-physical systems. The study uses an agentic driving coach as a case study to demonstrate how foundation models like LLMs can be deployed in safety-critical applications while maintaining deterministic behavior despite unpredictable human and environmental variables.