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Qianwen Li

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Open access Aug 2026

Probing Large Language Models for Autonomous Driving Behavior

Findings characterize model-level behavioral priors relevant to LLM choice and prompt design in AV applications, and show that LLM decisions reflect a mix of model characteristics, linguistic framing, and scenario context.

Zhipeng Bao, Wenjie Zhao, Qianwen Li · 0 citations