• Home
  • Latest
  • Fortune 500
  • Finance
  • Tech
  • Leadership
  • Lifestyle
  • Rankings
  • Multimedia
TechTesla

What’s in a name? For Tesla’s Full Self Driving, it may be danger

By
David Z. Morris
Down Arrow Button Icon
By
David Z. Morris
Down Arrow Button Icon
November 8, 2020, 3:00 PM ET

Federal regulators perked up when Tesla last month started letting some customers test new autonomous driving software that it had added to their cars. The regulators said they would “monitor the new technology closely” and “take action to protect the public against unreasonable risks to safety.”

One of those safety risks may be the name of Tesla’s software: “Full Self Driving.” In its current form, the software can take over from drivers to park, stay in a lane, cruise on highways and stop at red lights, but it does not make vehicles “self-driving.”

By industry standards, Tesla’s system is considered an advanced driver assistance system, or ADAS, and not autonomous driving technology. There is hope that ADAS systems will increase road safety overall. But there is also concern that if drivers place too much faith in assistive technology, they may become inattentive, undermining those safety benefits.

Names and marketing that imply higher levels of autonomy for an ADAS system increase the risk of distracted or irresponsible driving, according to a study published in September by the AAA Foundation for Traffic Safety. In the study, 90 drivers were told they were about to test drive a vehicle with driver assistance features.

Half of the drivers were told the system was called “AutonoDrive” and given introductory information that focused on how it would reduce their workload. The other half were told they would be using a system called “DriveAssist,” and that they had to monitor it.

The system’s actual capabilities were described accurately to each group.

When surveyed after this introduction, 42% of drivers in the “AutonoDrive” group overestimated the capabilities of the system, while only 11% of drivers in the “DriveAssist” group made the same mistake. “AutonoDrive” users also reported greater “willingness to engage in potentially distracting or risky behaviors” while using the system, and greater belief that the system would prevent a collision. In fact, the system was unlikely to prevent crashes in the scenarios presented, according to researchers.

Both groups of drivers then test-drove vehicles equipped with Cadillac’s SuperCruise driver assistance system (though the system’s real name was not disclosed). Drivers who had been told they were using “AutonoDrive” spent 30% more time with their hands away from the wheel than those told they were using “DriveAssist.” Subjects in the “AutonoDrive” group were also much more likely to respond slowly (more than five seconds) to directions from the car’s automated system to take control of the vehicle.

“The results shouldn’t be very surprising,” says Greg Brannon, AAA’s director of automotive engineering and industry relations. “If you use a name that overestimates the capabilities of the system … it sets a context for a driver that the system perhaps can do more than it can.”

Brannon was not directly involved in the September study, but he leads an initiative by AAA and other auto industry groups to set standardized naming conventions for driver-assistance and automated driving systems.

The fact that systems like Tesla’s are designed to improve over time could add to user confusion. Tesla and its CEO, Elon Musk, have frequently predicted that the Full Self Driving software will eventually enable a Tesla to drive itself without any human oversight, and even operate as a robotic taxi. That would be considered at least Level 4 automation, according to classifications by the Society For Automotive Engineers. But today, Tesla still emphasizes that Full Self-Driving requires “active driver supervision,” meaning it qualifies as Level 2 automation on the SAE scale.

The resulting confusion is widespread: even some automotive publications refer to the software as “fully autonomous” when Tesla explicitly says it’s not. Some regulators have cried foul at the disconnect – a German court, for instance, ruled in July that “Autopilot” branding was misleading.

Tesla did not reply to requests for comment from Fortune about its naming practices.

Brannon says Tesla isn’t AAA’s sole concern, citing names like Volvo’s PilotAssist and Daimler’s DrivePilot as also potentially confusing. Confusing names could become a matter for the Federal Trade Commission, which enforces truth in advertising rules. But U.S. auto safety regulators haven’t created any naming standards, and Brannon doesn’t expect them to.

“We understand that automakers are likely to continue the individualized marketing of these systems under different names,” Brannon said.

Instead, he hopes manufacturers adopt standard names for specific system features, such as automatic lanekeeping or automatic emergency braking, under the broader umbrella of their system brand names. That could help reduce driver confusion, while also making it easier to compare the performance of different vehicles’ features using uniform tests.

Some within the autonomous vehicle industry, though, would prefer even more cautious terminology.

“As an industry, we are at the point where having the right public perception of the technology is important,” says Gautam Narang, CEO of Gatik, a startup that’s working with companies like Walmart to develop autonomous delivery systems for vans or trucks that travel fixed routes.

Narang says those fixed routes, chosen for their predictability, are a better fit for what truly autonomous vehicles are capable of right now. He’s concerned that by promising too much, manufacturers like Tesla could create confusion – and perhaps, when things go wrong, long-term disillusionment.

“The branding ‘Full Self Driving’ is a terrifying contradiction,” says Narang, “because it can’t actually be driven without close human supervision.”

About the Author
By David Z. Morris
See full bioRight Arrow Button Icon

Latest in Tech

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025

Most Popular

Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Finance
Lorem ipsum dolor sit amet, consectetur adipiscing elit, sed do eiusmod tempor incididunt ut labore et dolore magna aliqua. Ut enim ad minim veniam
By Fortune Editors
October 20, 2025
Rankings
  • 100 Best Companies
  • Fortune 500
  • Global 500
  • Fortune 500 Europe
  • Most Powerful Women
  • Future 50
  • World’s Most Admired Companies
  • See All Rankings
Sections
  • Finance
  • Leadership
  • Success
  • Tech
  • Asia
  • Europe
  • Environment
  • Fortune Crypto
  • Health
  • Retail
  • Lifestyle
  • Politics
  • Newsletters
  • Magazine
  • Features
  • Commentary
  • Mpw
  • CEO Initiative
  • Conferences
  • Personal Finance
  • Education
Customer Support
  • Frequently Asked Questions
  • Customer Service Portal
  • Privacy Policy
  • Terms Of Use
  • Single Issues For Purchase
  • International Print
Commercial Services
  • Advertising
  • Fortune Brand Studio
  • Fortune Analytics
  • Fortune Conferences
  • Business Development
About Us
  • About Us
  • Editorial Calendar
  • Press Center
  • Work At Fortune
  • Diversity And Inclusion
  • Terms And Conditions
  • Site Map

© 2025 Fortune Media IP Limited. All Rights Reserved. Use of this site constitutes acceptance of our Terms of Use and Privacy Policy | CA Notice at Collection and Privacy Notice | Do Not Sell/Share My Personal Information
FORTUNE is a trademark of Fortune Media IP Limited, registered in the U.S. and other countries. FORTUNE may receive compensation for some links to products and services on this website. Offers may be subject to change without notice.


Latest in Tech

Sarandos
Big TechM&A
‘Largest LBO in history’: Warner rejects Paramount again, scoffing at $87 billion worth of debt in its $108 billion bid
By Nick LichtenbergJanuary 7, 2026
16 minutes ago
two men pose for camera
CryptoBitcoin
Stanford professor raises $15 million for Babylon, a decentralized protocol to turn Bitcoin into collateral 
By Carlos GarciaJanuary 7, 2026
51 minutes ago
Fridtjof Berge is the Co-Founder & Chief Business Officer of Antler
Startups & VentureVenture Capital
25 is the new 30 when it comes to AI founders as Gen Z entrepreneurs lead the way on billion-dollar unicorn startups, top VC partner says
By Nick LichtenbergJanuary 7, 2026
51 minutes ago
NewslettersTerm Sheet
Crystal Ball: Where venture capital and private equity are headed in 2026
By Allie GarfinkleJanuary 7, 2026
1 hour ago
A visual illustration of the digital twin of Commonwealth Fusion Systems’ fusion demonstration machine SPARC. In collaboration with Siemens and Nvidia, the digital twin of SPARC was unveiled at CES 2026 in Las Vegas.
InnovationFusion
Fusion power nearly ready for prime time as Commonwealth builds first pilot for limitless, clean energy with AI help from Siemens, Nvidia
By Jordan BlumJanuary 7, 2026
2 hours ago
Photo: Sergey Brin
InvestingTech
Tech companies may only get half the profit they need to justify AI investment, Goldman analyst warns
By Jim EdwardsJanuary 7, 2026
2 hours ago

Most Popular

placeholder alt text
Personal Finance
Janet Yellen warns the $38 trillion national debt is testing a red line economists have feared for decades
By Eva RoytburgJanuary 5, 2026
2 days ago
placeholder alt text
Economy
Mark Cuban on the $38 trillion national debt and the absurdity of U.S. healthcare: we wouldn't pay for potato chips like this
By Nick LichtenbergJanuary 6, 2026
21 hours ago
placeholder alt text
Success
Blackstone exec says elite Ivy League degrees aren’t good enough—new analysts need to 'work harder' and be nice 
By Ashley LutzJanuary 5, 2026
2 days ago
placeholder alt text
AI
Experienced software developers assumed AI would save them a chunk of time. But in one experiment, their tasks took 20% longer
By Sasha RogelbergJanuary 5, 2026
2 days ago
placeholder alt text
Future of Work
'Employers are increasingly turning to degree and GPA' in hiring: Recruiters retreat from ‘talent is everywhere,’ double down on top colleges
By Jake AngeloJanuary 6, 2026
19 hours ago
placeholder alt text
Law
Amazon is cutting checks to millions of customers as part of a $2.5 billion FTC settlement. Here's who qualifies and how to get paid
By Sydney LakeJanuary 6, 2026
18 hours ago