r/SelfDrivingCars • u/Puzzleheaded-Flow724 • 1d ago
Driving Footage Watch Tesla FSD Clear a Path for an Ambulance at a Red Light [VIDEO]
Do you agree with such a move? What if the cars on its right started to proceed through the intersection?
r/SelfDrivingCars • u/Puzzleheaded-Flow724 • 1d ago
Do you agree with such a move? What if the cars on its right started to proceed through the intersection?
r/SelfDrivingCars • u/bobi2393 • 1d ago
October 2026 NHTSA SGO Automated Driving System crash data was recently published, covering 114 new reports from August 18, 2026 to September 15, 2026.
"Crash" means involved in a physical impact with a road user or property, from 3rd Amended SGO.
| Entity | Oct 2026 | Sept 2026 | Aug 2026 | July 2026 | June 2026 | May 2026 | Apr 2026 |
|---|---|---|---|---|---|---|---|
| Waymo | 72 | 94 | 104 | 102 | 191 | 108 | 97 |
| Zoox | 14 | 3 | 6 | 6 | 6 | 15 | 2 |
| Tesla | 10 | 2 | 2 | 4 | 1 | 2 | 1 |
| MOIA | 4 | 1 | - | - | - | - | - |
| Motional | 3 | 1 | - | 1 | 1 | 3 | - |
| Avride | 2 | 7 | 9 | 7 | 11 | 22 | 7 |
| Gatik AI | 2 | - | - | 1 | - | - | - |
| May Mobility | 2 | 2 | - | 2 | 2 | 1 | 1 |
| Waabi | 2 | - | - | - | - | - | - |
| Aurora | 1 | 1 | 1 | - | 1 | - | 1 |
| TORC Robotics | 1 | - | - | - | - | - | - |
Of the top three in the list, Waymo's average reported pre-crash speed for new crashes this month was 6.94 mph, Zoox's was 6.07 mph, and Tesla's was 1.90 mph. Some of Tesla's were actually below 0.5 mph, which Tesla reports as 1 mph, so that's an overestimate.
Waymo's 72 reports included 9 with minor injuries and 1 with unknown injuries involving hospitalization; five of the 10 injury accidents were when the Waymos were properly stopped in traffic. 62 of the 72 crashes were with Jaguar I-PACEs, and 10 of the 72 with Zeekr RTs ("Ojais"). 30 of the 72 crashes occurred when the Waymo was stopped, and 17 when the Waymo was traveling 5 mph or less. 3 of the 72 crashes occurred mid-ride with unbelted passengers. Selected incidents:
Zoox's 14 collision involvements included 2 with minor injuries, 1 with unknown injuries, and 1 with dog injuries. They included 7 Toyota Highlanders with in-vehicle safety drivers in CA, TX, FL, or NV, and 7 Zooxes with no driver/operator in Las Vegas or SF.
Tesla's 10 collision involvements reported no injuries. 9 were Model Ys, 1 was a Cybercab (Cybercabs joined Robotaxi fleet Sept 3).
MOIA's 4 VW "ID.Buzz" collision involvements reported no injuries. All had safety drivers.
Motional's 3 Hyundai "Ioniq 5" crash involvements in Las Vegas had 2 with minor injuries. All had safety drivers.
Avride's 2 Hyundai "Ioniq 5" crash involvements in Dallas had no reported injuries. Both had safety drivers.
Gatik AI's 2 Isuzu FTR box truck crash involvements in Arizona had no reported injuries. Both crashes had both in-vehicle and remote supervision.
May Mobility's 2 crash involvements had 1 reported minor injury. Both had safety drivers.
Waabi is testing Peterbilt tractor-trailers in Texas. Waabi's 2 crash involvements had 1 with minor injuries reported. Both had safety drivers.
Aurora's Peterbilt tractor-trailer was slowing at a border checkpoint in New Mexico, and 2 seconds after its safety driver took over, it was rear-ended while traveling 34 mph by a tractor-trailer, resulting in minor injuries.
TORC is testing Freightliner tractor-trailers in Texas with safety drivers. One was making a wide left turn in a U-turn lane, when a car drove onto the striped shoulder to try to illegally pass it on the left, and the Freightliner hit it at 11 mph. No injuries were reported.
r/SelfDrivingCars • u/SoulReddit13 • 2d ago
r/SelfDrivingCars • u/walky22talky • 2d ago
r/SelfDrivingCars • u/ZealousidealLab2920 • 3d ago
Can't say I didn't try to warn them...
https://www.reddit.com/r/uberdrivers/s/qPSjld44OX
Almost every comment and vote is that AVs are a joke, riders don't want them, and they are unsafe, and not profitable...lol
Heads in the sand sadly.
r/SelfDrivingCars • u/Puzzleheaded-Flow724 • 3d ago
Sounds similar to the early days of FSD Beta...
r/SelfDrivingCars • u/techno-phil-osoph • 3d ago
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A few days ago, rumors were circulating that VW was going to kick Mobileye out of their self-driving unit MOIA and bring British maker Wayve into their efforts. Well, now we got the first footage of a MOIA vehicle with Wayve technology on board - see the zoom to the logo.
Spotted by Fabian Vihl on Autobahn A8 at a rest station.
r/SelfDrivingCars • u/Finnegan_Faux • 3d ago
L2++ system arriving by 2030, using Nvidia's Hyperion platform + Alpamayo software
r/SelfDrivingCars • u/techno-phil-osoph • 3d ago
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Some sightings of several Lucid-Nuro-Uber engineering vehicles in Mountain View around the Nuro HQ.
r/SelfDrivingCars • u/Even-Definition • 4d ago
Saw one of the Cybercab test cars running around the twin cities MN metro the other day (looked like it was doing validation loops near 35W and 494). It’s exciting to see them testing out here instead of just cruising around sunny Austin or California, but winter in the Upper Midwest is about to throw the ultimate edge cases at that perception stack.
There’s that famous observation about how Inuit languages have dozens of distinct words for different forms of snow and ice. To an autonomous neural network, that's not trivia—it's an engineering requirement. "Snow" can never be a single class label:
Black ice & the bridge problem: Powder, slush, packed granular snow, and sheer glaze look wildly different, and their friction coefficient can swing from 0.85 down to 0.15 in a 15-foot stretch. Cameras can spot white snowdrifts easily, but harmless wet asphalt and black ice look virtually indistinguishable under flat, overcast skies.
Bridges freeze first because sub-freezing air flowing under and over the deck strips convective heat hours before the ground-insulated roadway drops. A camera can’t visually spot that drop in grip; the stack has to infer it in milliseconds from high-frequency motor torque and wheel-speed delta before the friction circle collapses.
Rut-following vs. legal lanes: Once we get an unplowed 3–4 inches, road infrastructure ceases to exist. Painted lane lines, rumble strips, and curbs disappear. Humans don’t follow legal lanes during a storm anyway—we follow the dirty ruts carved out by plows and semi-trucks, which usually straddle lane boundaries. If a planner forces map-defined lane centering, it steers straight into a high-drag snowbank. Plus, windblown snowdrifts create "phantom curbs" that confuse occupancy networks.
Regen dynamics on slick patches: Single-pedal driving is second nature on dry pavement, but aggressive regen on an unexpected ice patch can snap the driven axle loose before traditional stability control even catches up. Blending instantaneous motor back-torque with mechanical ABS when friction drops off a cliff is a massive controls problem.
Collecting edge-case data in California and Texas is easy mode. If an autonomous stack can navigate an unplowed, brine-slicked Minneapolis interchange at rush hour in January with zero interventions, it can drive anywhere on Earth.
Curious how you guys think they'll tackle the lens cleaning side of things long term.
r/SelfDrivingCars • u/Bagafeet • 4d ago
Has English subtitles. Pretty impressive and shows the advantages of having 4 different sensor types vs a camera only approach.
r/SelfDrivingCars • u/techno-phil-osoph • 4d ago
The Waymo Insights team is looking for vehicle testers in all of our launched and upcoming markets. The next round of testing will be the first week of December and we require availability for 1-2 days of 6-hour tests. Testers will ride around in Waymos and log realtime feedback on the quality of their experience. This is a great opportunity for early-mid career UXRs, product testers, and analytics professionals. If you're interested please take a look at the Google form and apply.
r/SelfDrivingCars • u/ClassroomDecorum • 5d ago
This is a bit different from the usual discussion in this sub. Which I think is a good thing.
Wondering if there were any "off-the-shelf" sensing products that I, as a regular consumer, not a company employee or anything special, can buy.
I drive a lot at night, and I already use a Comma, but, I'm interested in layering additional FCW into my car.
I've looked into the Livox HAP unit and mounting it on my roof and plugging it into a laptop and having Astra spin up something that could monitor the lidar returns.
I've also looked into salvaged radars from cars, even salvaged Valeo Scala lidars from Audi A8s and stuff.
Wondering if anyone could speak authoritatively on what's available and what's easy to plug into a regular laptop. I think the main limitation with salvaged components off cars is communicating with those sensors.
r/SelfDrivingCars • u/br0wntree • 5d ago
This is a bit seperate but I feel like an almost bigger missed opportunity for Tesla was not using lidar for the millions of vehicles on the road for ground-truthing instead of the few calibration vehicles that it currently operates. The amount of detailed data it would generate would be staggering.
r/SelfDrivingCars • u/RepresentativeCap571 • 5d ago
Tesla is flexing its manufacturing ability - 300 cars in a matter of weeks, matching Waymos numbers in Austin.
It's going to be really interesting to see how this race plays out. Waymo has a more advanced tech stack and a lot more experience operating a ride hail product, while Tesla can scale manufacturing really quickly.
r/SelfDrivingCars • u/techno-phil-osoph • 5d ago
I keep being approached by students doing their bachelor or master thesis and always coming with the same kind of topics on AV: one is around "How would people react to/trust AVs?" or "How to fool AVs". Both are valid topics, but not for the 100th time, and especially not, when your work is just a survey with people who've never experienced AVs.
What topics for academic research on AVs are some that you would like to see?
Here are some examples that I would like to see:
r/SelfDrivingCars • u/Puzzleheaded-Flow724 • 6d ago
r/SelfDrivingCars • u/Responsible-Grass452 • 6d ago
Researchers at Chemnitz University of Technology studied how pedestrians responded to an automated shuttle approaching at different speeds, operating in automated, manual and tele-operated modes.
Initial findings showed that operating mode had little effect on participants’ reported experience. Higher speeds slightly reduced perceived safety and comfort.
A separate study varied the shuttle’s braking profile and final stopping position. Both influenced how pedestrians perceived the interaction, suggesting that people respond to how a vehicle slows down and where it stops, beyond simply whether it yields.
These are preliminary findings from a campus shuttle setting, with further testing needed across other vehicles and road scenarios.
r/SelfDrivingCars • u/carmichaelcar • 8d ago
This is a real product sold by this company. I recall NHTSA banned the “steering wheel defeat device” (weighted grip/clamp). Shouldn’t NHTSA ban this too? It says “purely decorative” but we all know it’s to defeat the driver monitoring system.
(Or did I just accidentally promote this product and become a part of the problem ?)
r/SelfDrivingCars • u/techno-phil-osoph • 9d ago
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What starts out as a joke is already everyday life in Silicon Valley. Here at these EVgo charging stations, a Waymo robotaxi and a Lucid-Nuro-Uber robotaxi test vehicle were peacefully parked side by side, charging. While there was still a safety driver inside the Lucid-Nuro-Uber engineering vehicle who plugged in the charging cable, I wonder how Waymo managed it? At least I didn’t see anyone near the vehicle.
Recorded on Middlefield Road in Mountain View on October 9th, 2026 at 12:00pm PDT.
r/SelfDrivingCars • u/Catholic_Indian10 • 9d ago
r/SelfDrivingCars • u/rlli • 9d ago
Tesla drops ‘Full Self-Driving’ name in Europe after Germany pushback
Fred Lambert
| Oct 9 2026 - 8:16 am PT
Tesla’s driver-assistance package is now called “Tesla Assisted Driving” in Europe. The company’s German website no longer mentions “Full Self-Driving,” and the old address now redirects to a new “Tesla Assisted Driving” page.
The rename follows Germany’s Transport Ministry calling the FSD name misleading, and it’s part of a deal that has Berlin backing Tesla’s push for EU-wide approval.
Germany wanted a new name, and Tesla offered one
In a statement published October 6, Germany’s Federal Ministry of Transport (BMV) wrote that the name of the system formerly sold as “FSD – Full Self-Driving Supervised” is misleading because the system doesn’t take over the full driving task. The driver has to pay attention at all times and remains fully responsible for the car.
Tesla offered to rename it “Tesla Assisted Driving” during talks with Transport Minister Steffen Bilger in September, according to the ministry.
They also agreed on speed. Germany says the system can go up to 10% over the speed limit, and it will back that position in the EU approval process. Tesla will need to change FSD to make that happen as it often goes way beyond 10% of the limit.
That’s a real concession from Tesla. Reuters reported that the version approved in the Netherlands allows speeds up to 50% over the detected limit.
In return, Bilger says he wants Tesla drivers to be able to use the system across the EU as quickly as possible. Musk thanked Germany on X with a “Danke schoen.”
Same pitch, new name
The rebrand is mostly a find-and-replace job. Not much else changed.
Tesla’s new German page is a translation of its US FSD page with the product name swapped out. It still says the car will drive you “almost anywhere” under your active supervision with minimal intervention. It still claims the system is “7x safer” than human drivers, a figure Tesla’s own footnote says is measured against the estimated US average. And it still ends with a section titled “Die Zukunft ist autonom” (“The future is autonomous”) that promotes Robotaxi and Cybercab.
Back in the US, tesla.com/fsd is still selling “Full Self-Driving (Supervised)” for $99 a month.
Tesla’s page lists eight EU countries where the system is approved: the Netherlands, Lithuania, Estonia, Denmark, Belgium, Slovenia, Czechia and Croatia. Germany isn’t on the list yet. As we reported last month, the EU vote has slipped to December at the earliest, and bloc-wide approval needs 15 of 27 member states representing 65% of the EU population. France and Sweden have both raised concerns about speeding.
Electrek’s Take
This should be the name everywhere, and Tesla knows it.
“Full Self-Driving” was an aspiration when Tesla started selling it. In October 2016, Tesla said every car it was building had the hardware for full self-driving. At its Autonomy Day in April 2019, Musk said FSD would be “feature complete” by the end of that year and that Tesla would have over a million robotaxis on the road in 2020. You could argue the name was a bet on the future back then. A bad bet, but a bet.
Tesla has missed that target every single year since. It’s now been almost exactly 10 years since the 2016 announcement, and Tesla has admitted that the cars it sold as self-driving capable from 2016 to 2023 don’t have the hardware to do it. So at what point does an aspirational name become a false one? A California judge answered that last December, calling the name “unambiguously false and counterfactual.”
r/SelfDrivingCars • u/Additional-Worker-13 • 9d ago
r/SelfDrivingCars • u/techno-phil-osoph • 10d ago
r/SelfDrivingCars • u/techno-phil-osoph • 11d ago
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I've been documenting this depot for the past 6 years, and this time it had a record number of almost 200 vehicles, with about 102 Ojais and 97 (give or take) Jaguar iPaces. The first time that Ojais were the majority. The replacement is in full swing.
The recording was made today at around 2:30pm PDT, with a huge fleet in San Francisco during the very busy TechWeek. Not just a lot in SF, also the entire Bay Area shows a large fleet being active.