These Researchers Made AI Drive a Toyota Corolla to Get In-N-Out
A group of three engineers tested whether leading artificial intelligence models could operate a physical car during a real trip. The project involved placing GPT, Claude, and Grok in command of a Toyota Corolla headed toward In-N-Out. The experiment revealed significant differences in performance, as only one of the three systems succeeded.
Key Takeaways
- Three engineers conducted an experiment to test whether modern artificial intelligence systems could handle physical real-world navigation tasks by placing them in control of an actual automobile.
The trial involved navigating a Toyota Corolla on a trip to In-N-Out using three separate AI systems: GPT, Claude, and Grok.
- For those evaluating autonomous capabilities, this experiment highlights the stark operational differences that exist between competing AI models when applied to physical navigation.
Three engineers evaluated artificial intelligence models by placing them in control of a real vehicle on a trip to In-N-Out.
- The experiment tested three major systems: GPT, Claude, and Grok.
The researchers tested the technology using a Toyota Corolla to complete the driving task.
- Only one of the three evaluated artificial intelligence models successfully managed to drive the vehicle.
- During the driving test, the performance varied drastically among the software platforms, resulting in only one system successfully completing the task.

Three engineers conducted an experiment to test whether modern artificial intelligence systems could handle physical real-world navigation tasks by placing them in control of an actual automobile. The trial involved navigating a Toyota Corolla on a trip to In-N-Out using three separate AI systems: GPT, Claude, and Grok. During the driving test, the performance varied drastically among the software platforms, resulting in only one system successfully completing the task.
For those evaluating autonomous capabilities, this experiment highlights the stark operational differences that exist between competing AI models when applied to physical navigation. Three engineers evaluated artificial intelligence models by placing them in control of a real vehicle on a trip to In-N-Out. The experiment tested three major systems: GPT, Claude, and Grok.
For more details please read the original article at Wired AI.
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