Tesla Model X testing mule spotted with LiDAR rig ahead of Robotaxi event

Credit: Teslarati via Blake M.

A Tesla Model X testing mule was spotted in Northern California ahead of the company’s upcoming Robotaxi event on October 10 — but it was outfitted with a LiDAR rig, something that the company has been clear that it does not believe is necessary for Full Self-Driving.

Tesla has taken a Vision-based approach with its electric vehicles, phasing out everything from LiDAR to even ultrasonic sensors, its most recently shunned technology. Tesla utilizes exterior cameras for its Full Self-Driving suite, and CEO Elon Musk has been clear that it will not need anything more than that to succeed in this venture:

At Tesla Autonomy Day in 2019, Musk said:

“LiDAR is a fool’s errand. And anyone relying on LiDAR is doomed.”

Earlier this year, Musk said Tesla did not need LiDAR for ground truth data any longer:

It appears Tesla is still using it, however, for some data collection or potentially for vision validation, as images shared with Teslarati show that a Model X Engineering Vehicle was spotted in Northern California:

Credit: Teslarati via Blake M.
Credit: Teslarati via Blake M.
Credit: Teslarati via Blake M.

This LiDAR rig has been seen on several Tesla vehicles, including a Model Y in Palm Beach in 2021:

Here’s another Model Y in 2020 that had what looks like the exact same rig on it:

Credit: You You Xue/Twitter

The LiDAR product on the top of these vehicles appears to be the Luminar Hydra:

Tesla is set to unveil its Robotaxi on October 10 after delaying the event from August 8. There were a few things that needed to be revised, including a front-end design change and extra time to show off a few other things.

Interestingly, past test vehicles that have been spotted before the Robotaxi event did not utilize LiDAR. We reported on one of those earlier this Summer:

I’d love to hear from you! If you have any comments, concerns, or questions, please email me at joey@teslarati.com. You can also reach me on Twitter @KlenderJoey, or if you have news tips, you can email us at tips@teslarati.com.

Joey Klender: Joey has been a journalist covering electric mobility at TESLARATI since August 2019. In his time at TESLARATI, Joey has broken several big stories, including the first images of the Tesla Model S Plaid, the imminent release of the 4680 Model Y through EPA certification, and several expansions to the Lucid AMP-1 factory in Arizona, to name a few. His stories have been featured in several publications, including Yahoo! Finance, Fox News, CNET, and Seeking Alpha. In his spare time, Joey is playing golf, watching MMA, or cheering on any of his favorite sports teams, including the Baltimore Ravens and Orioles, Miami Heat, Washington Capitals, and Penn State Nittany Lions. You can get in touch with joey at joey@teslarati.com. He is also on Twitter @KlenderJoey.
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