San Francisco tech workers at DrivingBench hooked ChatGPT and other large language models to a Toyota Corolla to test whether untrained AI chatbots could navigate a cone course in a parking lot. GPT-6 Astra successfully completed the course while other models failed, demonstrating that frontier LLMs can perform real-world driving tasks despite lacking specialized training.