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GAPL achieves a remarkable reduction in collision rates and displacement errors, showcasing the potential of LLMs in trajectory planning for autonomous driving.
Autonomous vehicles can drive more safely and reliably by grounding LLM reasoning in a "Commonsense World" that quantifies and leverages the trustworthiness of LLM outputs.