SafePath: Conformal Prediction for Safe LLM-Based Autonomous Navigation

Achref Doula, Max Mühlhäuser, Alejandro Sanchez Guinea

Large Language Models (LLMs) show growing promise in autonomous driving by reasoning over complex traffic scenarios to generate path plans. However, their tendencies toward overcon…