Mobility News · Autonomous Vehicles

Building a better ride means testing for the extreme

Motional Autonomous Vehicles Policy October 23, 2026

Building a better ride means testing for the extreme. Go behind the scenes with our engineering team to see how we prepare our robotaxis for high-heat environments from two critical angles:

☀️ Perception: Extreme desert heat can alter camera alignments by fractions of a degree, and in autonomous driving, fractions matter. Watch how we simulated indoor solar radiation to ensure precise perception: https://lnkd.in/eC-y5fK7

❄️ Cooling: To keep our IONIQ 5 robotaxi running safely under high-heat environments, our approach was straightforward: keep it simple. Staff Engineer Brian Corpuz breaks down how we engineered a cooler, smarter ride: https://lnkd.in/e4CDv6yU

Two distinct engineering challenges, one non-negotiable goal: total safety in any environment.

Why this matters for talent

Motional showing its heat testing for perception and cooling is a reminder that robotaxi programs need hardware validation and thermal engineers, not only machine learning people. Environmental testing is a good entry point into AV for candidates from automotive or aerospace test backgrounds. Motional has more than 70 open roles on the board.

22 likes · 1 comments · 3 shares · Read the original LinkedIn post. Curated by Larry Sherwood Jr. from company announcements; analysis above is my own.

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