Tesla Is About To Make Austin A Whole Lot Weirder

Michael Accardi
by Michael Accardi

Tesla will begin deploying a small fleet of robotaxis in Austin, Texas, as part of a pilot program intended to evaluate its new Unsupervised Full-Self Driving system.

Key Points

  • Tesla will begin testing a small fleet of geofenced robotaxis in Austin next month, using its new Unsupervised Full-Self Driving system on existing vehicle models, not the promised Cybercab.
  • The initial fleet will consist of approximately ten vehicles, with remote monitoring by Tesla employees and plans to expand only if the system proves reliable in real-world conditions.
  • Tesla aims to scale the robotaxi service through a combination of company-owned and privately-owned vehicles, with Elon Musk projecting up to a million autonomous Teslas operating in the U.S. by the end of 2026, though past timelines have not materialized.

The initial rollout will involve a fleet of approximately ten vehicles pulled from Tesla’s existing model lineup rather than the Cybercab. The fleet will operate within geofenced boundaries to reduce risk during the early stages of deployment.


Elon Musk, speaking in a recent interview with CNBC, said Tesla plans to monitor the pilot fleet remotely and increase the number of vehicles only after verifying performance and reliability.


“It’s prudent for us to start with a small number, confirm that things are going well, and then scale it up,” Musk said. “We’ll be watching what the cars are doing very carefully, and as confidence grows, less of that will be needed.”

Tesla’s approach differs from competitors like Waymo, which relies on high-definition mapping and lidar. Tesla will continue with a camera-based system intended to operate without human supervision, though regulators and researchers are skeptical that the technology can handle it.


Tesla plans to create a hybrid system of company-owned and privately-owned vehicles, allowing Tesla owners to send their car out as part of the robotaxi network and earn income during periods of non-use. Basically like Uber, but without the drivers.

The success of this strategy will depend on the technical reliability of the autonomous system and people's acceptance of vehicles operating without onboard supervision.


Tesla’s overarching goal, according to Musk, is to have hundreds of thousands—or possibly over a million—vehicles capable of unsupervised self-driving in the U.S. by the end of 2026. This isn't the first time Tesla has set ambitious timelines for autonomy—in 2019, Musk claimed there would be one million robotaxis in operation by the end of that year, which obviously didn't happen.


This pilot marks the first time Tesla has put any robotaxi on public roads, and Austin, Texas will serve as the company’s first real-world proving ground. Keep Austin weird, I guess.


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Michael Accardi
Michael Accardi

An experienced automotive storyteller and accomplished photographer known for engaging and insightful content. Michael also brings a wealth of technical knowledge—he was part of the Ford GT program at Multimatic, oversaw a fleet of Audi TCR race cars, ziptied Lamborghini Super Trofeo cars back together, went over the wall during the Rolex 24, and wrenched in the intense IndyCar paddock.

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