An executive from Zoox has shared some choice words for Tesla’s Full Self-Driving (FSD) software, just as the Amazon-owned company starts rolling out its first driverless ride-hailing vehicles in two U.S. cities.
During an interview at the Tech Crunch Disrupt conference on Wednesday, Zoox co-founder and CTO Jesse Levinson cast doubt on Tesla’s recent claims that Unsupervised FSD could be seen in some of the company’s vehicles as soon as next year. Levenson claimed that Tesla doesn’t currently “have technology that works” when asked if regulatory or technology issues were the larger problem in the company’s path to robotaxi deployment.
“The more fundamental issue is they don’t have technology that works,” Levinson said of Tesla’s FSD. “And by works, I want to differentiate between a driver assistance system that drives most of the time — except when it doesn’t, and then you have to take over — versus a system that’s so reliable and robust that you don’t need a person in it.”
The executive also highlighted that he doesn’t think Tesla’s camera-based FSD doesn’t have enough equipment to properly keep people safe, saying that it can “lull you into this false sense of complacency” before actually going on to do the wrong thing.
“Our perspective is you really do need significantly more hardware than Tesla is putting in their vehicles to build a robotaxi that is not just as safe, but as especially safer than a human,” Levinson adds.
Elon Musk followed up with a response to the story, highlighting the fact that Zoox wouldn’t exist today if it weren’t for Amazon bailing them out.
If he hadn’t gotten bailed out by Amazon, his company would be dead already
— Elon Musk (@elonmusk) October 30, 2024
You can watch the full interview with Levinson below, with the question about Tesla’s FSD taking place a little after 21 minutes.
Tesla’s FSD Supervised, Cybercab, and competition
Earlier this month, Tesla held its “We, Robot” event to unveil the two-seater fully autonomous Cybercab platform, which it expects to begin mass producing before 2027. Teslarati was among those at the event, and among the first to take a ride in the Cybercab, coverage of which you can see on X here.
While Tesla owners can already use FSD Supervised by either paying a monthly subscription or purchasing the software along with their vehicle, the company has yet to roll out a ride-hailing service for vehicle owners, or a completely unsupervised offering of the software. Tesla said during the event that Model 3 and Model Y owners will get access to Unsupervised FSD in California and Texas by next year, before rolling the software out to the Cybertruck, Model S, and Model X shortly thereafter.
Alphabet-owned Waymo has already started deploying driverless ride-hailing vehicles in San Francisco and Los Angeles, and Zoox also announced this month its plans to deploy completely driverless robotaxis in San Francisco and Las Vegas. Meanwhile, General Motors-owned (GM-owned) self-driving company Cruise is attempting to re-launch paid rides, after facing legal troubles and staff shake-ups following an accident with a pedestrian last October.
Still, Tesla has constantly said that its technology will be more scalable than those of other companies, due to the software being trained by the many drivers who use it in their own cars. The company has also touted its software’s neural network being trained on vast amounts of real-world driving footage, rather than with specific commands in a geofenced area of operation, which it claims makes it able to better handle fringe scenarios.
Tesla investment in autonomous driving program to exceed $10 billion this year: Musk
What are your thoughts? Let me know at zach@teslarati.com, find me on X at @zacharyvisconti, or send us tips at tips@teslarati.com.
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Tesla Full Self-Driving shows confident navigation in heavy snow
So far, from what we’ve seen, snow has not been a huge issue for the most recent Full Self-Driving release. It seems to be acting confidently and handling even snow-covered roads with relative ease.
Tesla Full Self-Driving is getting its first taste of Winter weather for late 2025, as snow is starting to fall all across the United States.
The suite has been vastly improved after Tesla released v14 to many owners with capable hardware, and driving performance, along with overall behavior, has really been something to admire. This is by far the best version of FSD Tesla has ever released, and although there are a handful of regressions with each subsequent release, they are usually cleared up within a week or two.
Tesla is releasing a modified version of FSD v14 for Hardware 3 owners: here’s when
However, adverse weather conditions are something that Tesla will have to confront, as heavy rain, snow, and other interesting situations are bound to occur. In order for the vehicles to be fully autonomous, they will have to go through these scenarios safely and accurately.
One big issue I’ve had, especially in heavy rain, is that the camera vision might be obstructed, which will display messages that certain features’ performance might be degraded.
So far, from what we’ve seen, snow has not been a huge issue for the most recent Full Self-Driving release. It seems to be acting confidently and handling even snow-covered roads with relative ease:
FSD 14.1.4 snow storm Ontario Canada pic.twitter.com/jwK1dLYT0w
— Everything AI (@mrteslaspace) November 17, 2025
I found the steepest, unplowed hill in my area and tested the following:
• FSD 14.2.1 on summer tires
• FSD 14.2.1 on winter tires
• Manual drivingBut I think the most impressive part was how FSD went DOWN the hill. FSD in the snow is sublime $TSLA pic.twitter.com/YMcN7Br3PU
— Dillon Loomis (@DillonLoomis) December 2, 2025
Well.. I couldn’t let the boys have all the fun!
Threw the GoPro up and decided to FSD v14.2.1 in the snow. Roads were not compacted like the other day, a little slippery, but overall doable at lower speeds. Enjoy the video and holiday music 🎶
Liked:
Took turns super slow… pic.twitter.com/rIAIeh3Zu3— 🦋Diana🦋 (@99_Colorado) December 3, 2025
Moving into the winter months, it will be very interesting to see how FSD handles even more concerning conditions, especially with black ice, freezing rain and snow mix, and other things that happen during colder conditions.
We are excited to test it ourselves, but I am waiting for heavy snowfall to make it to Pennsylvania so I can truly push it to the limit.
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Tesla hosts Rome Mayor for first Italian FSD Supervised road demo
The event marked the first time an Italian mayor tested the advanced driver-assistance system in person in Rome’s urban streets.
Tesla definitely seems to be actively engaging European officials on FSD’s capabilities, with the company hosting Rome Mayor Roberto Gualtieri and Mobility Assessor Eugenio Patanè for a hands-on road demonstration.
The event marked the first time an Italian mayor tested the advanced driver-assistance system in person in Rome’s urban streets. This comes amid Tesla’s push for FSD’s EU regulatory approvals in the coming year.
Rome officials experience FSD Supervised
Tesla conducted the demo using a Model 3 equipped with Full Self-Driving (Supervised), tackling typical Roman traffic including complex intersections, roundabouts, pedestrian crossings and mixed users like cars, bikes and scooters.
The system showcased AI-based assisted driving, prioritizing safety while maintaining flow. FSD also handled overtakes and lane decisions, though with constant driver supervision.
Investor Andrea Stroppa detailed the event on X, noting the system’s potential to reduce severe collision risks by up to seven times compared to traditional driving, based on Tesla’s data from billions of global fleet miles. The session highlighted FSD’s role as an assistance tool in its Supervised form, not a replacement, with the driver fully responsible at all times.
Path to European rollout
Tesla has logged over 1 million kilometers of testing across 17 European countries, including Italy, to refine FSD for local conditions. The fact that Rome officials personally tested FSD Supervised bodes well for the program’s approval, as it suggests that key individuals are closely watching Tesla’s efforts and innovations.
Assessor Patanè also highlighted the administration’s interest in technologies that boost road safety and urban travel quality, viewing them as aids for both private and public transport while respecting rules.
Replies on X urged involving Italy’s Transport Ministry to speed approvals, with one user noting, “Great idea to involve the mayor! It would be necessary to involve components of the Ministry of Transport and the government as soon as possible: it’s they who can accelerate the approval of FSD in Italy.”
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Tesla FSD (Supervised) blows away French journalist after test ride
Cadot described FSD as “mind-blowing,” both for the safety of the vehicle’s driving and the “humanity” of its driving behaviors.
Tesla’s Full Self-Driving (Supervised) seems to be making waves in Europe, with French tech journalist Julien Cadot recently sharing a positive first-hand experience from a supervised test drive in France.
Cadot, who tested the system for Numerama after eight years of anticipation since early Autopilot trials, described FSD as “mind-blowing,” both for the safety of the vehicle’s driving and the “humanity” of its driving behaviors.
Julien Cadot’s FSD test in France
Cadot announced his upcoming test on X, writing in French: “I’m going to test Tesla’s FSD for Numerama in France. 8 years I’ve been waiting to relive the sensations of our very first contact with the unbridled Autopilot of the 2016s.” He followed up shortly after with an initial reaction, writing: “I don’t want to spoil too much because as media we were allowed to film everything and I have a huge video coming… But: it’s mind-blowing! Both for safety and for the ‘humanity’ of the choices.”
His later posts detailed FSD’s specific maneuvers that he found particularly compelling. These include the vehicle safely overtaking a delivery truck by inches, something Cadot said he personally would avoid to protect his rims, but FSD handled flawlessly. He also praised FSD’s cyclist overtakes, as the system always maintained the required 1.5-meter distance by encroaching on the opposite lane when clear. Ultimately, Cadot noted FSD’s decision-making prioritized safety and advancement, which is pretty remarkable.
FSD’s ‘human’ edge over Autopilot
When asked if FSD felt light-years ahead of standard Autopilot, Cadot replied: “It’s incomparable, it’s not the same language.” He elaborated on scenarios like bypassing a parked delivery truck across a solid white line, where FSD assessed safety and proceeded just as a human driver might, rather than halting indefinitely. This “humanity” impressed Cadot the most, as it allowed FSD to fluidly navigate real-world chaos like urban Paris traffic.
Tesla is currently hard at work pushing for the rollout of FSD to several European countries. Recent reports have revealed that Tesla has received approval to operate 19 FSD test vehicles on Spain’s roads, though this number could increase as the program develops. As per the Dirección General de Tráfico (DGT), Tesla would be able to operate its FSD fleet on any national route across Spain. Recent job openings also hint at Tesla starting FSD tests in Austria. Apart from this, the company is also holding FSD demonstrations in Germany, France, and Italy.
Tesla Full Self-Driving shows confident navigation in heavy snow
Tesla hosts Rome Mayor for first Italian FSD Supervised road demo
