LLM4AD: Large Language Models for Autonomous Driving -- Concept, Review, Benchmark, Experiments, and Future Trends

📰 ArXiv cs.AI

Large Language Models (LLMs) can enhance autonomous driving systems through natural language understanding and reasoning capabilities

advanced Published 27 Mar 2026
Action Steps
  1. Explore LLMs' potential in autonomous driving
  2. Review existing benchmarks and experiments
  3. Investigate applications in perception, scene understanding, and decision-making
  4. Analyze future trends and potential integrations
Who Needs to Know This

AI engineers and researchers on autonomous driving teams can benefit from this concept to improve perception, scene understanding, and decision-making, while product managers can explore new applications and features

Key Insight

💡 LLMs can enhance autonomous driving systems through natural language understanding and reasoning capabilities

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🚗💻 LLMs can revolutionize autonomous driving!
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