The paper emphasizes the ability of LLMs to enable human-vehicle interaction through natural language, allowing LLMs to interpret, respond, and provide suggestions to human riders and drivers . LLMs are known for their adept reasoning capabilities and comprehensive knowledge, which can be particularly useful in handling long-tail driving scenarios.