Tesla is testing a Model 3 with some mysterious cameras, potentially hinting toward the imminent release of the Cybercab and robotaxi platform in the United States.
After Tesla unveiled the Cybercab in Los Angeles in early October, the company suggested that it would be on its way to launching driverless rides in the U.S. in the near future.
Now, Tesla is inching toward a driverless ride-hailing service in Austin, Texas, among some other potential locations, but it is still working toward a platform that is robust enough to handle it.
Although the company’s Full Self-Driving suite is one of the more advanced on the market, Tesla is still working to accomplish what it feels is a mode of transportation that is safer than a human driver. The robotaxi and Cybercab rollouts will likely accomplish that, but there is still work to be done beforehand.
Now, Tesla is testing a Model 3 in the U.S. that was spotted in several different locations in the Northeastern part of the country, as cameras are seen on this vehicle in locations that are not necessarily typical for what it offers currently:
🚨 A user on r/TeslaMotors spotted this Model 3 with some interesting and never-before-seen camera locations.
Possible Cybercab or Next-Gen testing? pic.twitter.com/J6W6cKCiL9
— TESLARATI (@Teslarati) March 31, 2025
Another one is seen here:
@teslascope Tesla spotted collecting Cybercab data WITH front bumper cam in Boston, MA. (Potentially different front cameras too.) Is Tesla currently including bumper cam video in training data? Will this be required for Unsupervised? pic.twitter.com/5rHPOp2tBe
— Dylan (@Dylan02939106) March 31, 2025
Interestingly, we saw similar camera locations on the Cybercab at the event in October. Tesla is not testing the Cybercab but instead implementing these cameras on a comparable position on its other vehicles.
These are the cameras we spotted on the Cybercab at the event in October:
In the past, Tesla has used a variety of strategies to measure self-driving accuracy, including LiDAR, which has been seen on some testing mules that we have spotted out in public.
Tesla CEO Elon Musk has said that the company does not need LiDAR on testing mules for ground truth, but we still spot them from time to time on public roads.
It’s an appropriate way just to cross Ts and dot Is:
Tesla Model X testing mule spotted with LiDAR rig ahead of Robotaxi event
The company is still moving toward that initial rollout of driverless ride-hailing in Austin in June, and some company executives have stated that the Cybercab will be the vehicle it uses for these initial rides.