You Can't Help but Laugh Regarding What Happened to This Asian Lexus Driver

Sep 19, 2026 6:30 AM
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You Can't Help but Laugh Regarding What Happened to This Asian Lexus Driver
Courtesy of Toyota Motor Sales U.S.A. via AP
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Our cars now have tons of software, which leads to another host of issues, but this one is funny, even if the person at the center of it doesn’t find it humorous in the least. Lexus has a safety feature that tracks a driver’s eyes and sends an alert if it thinks you’re drifting away or, worse, have your eyes closed. The problem with this story is that the safety system read an Asian man’s eyes as closed.

I’m not kidding. Lexus is a division of Toyota, so the Asian car company is allegedly racist toward Asian drivers. You simply cannot make this up, though the driver, who was driving a Lexus rental, might not have calibrated the systems properly (via Yahoo! Autos):

The software compares your eye openness against a hard number. If your eyes naturally sit below that line — as they do for many people of Asian descent — the car flags you as impaired.

That's not malice. It's a calibration failure. Technical research on driver-monitoring systems describes eye-state detection using fixed metrics like eye aspect ratio, with a universal cutoff that doesn't account for natural variation in eye shape. When the training data under-represents certain facial phenotypes, the threshold becomes a liability.

The specific Lexus loaner anecdote can't be independently verified. What remains, though, is this: independent reporting and technical research have both confirmed that driver-monitoring systems produce false drowsiness alerts based on eye-shape variation. The failure mode is real, even if this particular story is murky.

It’s still a funny story; I’m sorry. 

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