Tesla AI Day 2021 Event Recap

By Henry Farkas

Tesla AI day was last night and most of the event was an in-depth look at how Tesla is solving FSD and all the problems their solving and methods they're using. It definitely wasn't aimed at at the casual consumer.

Tesla AI Day 2021

There was some interesting video where they showed how the integration of all the cameras could predict where other traffic is located, and do it better than the combination of a few cameras combined with radar. We had to take their word for it that the camera integration did a better job. It did look that way on the computer views. Elon also pointed out that they use the Autopilot software not only to drive the car but to predict where the other cars on the road are likely to be in the next few seconds.

Later in the show, things got more interesting. They brought out a person dressed like a robot who danced around a bit. Elon came out again and showed a plan for a human-shaped Tesla robot. He admitted that the one that had danced around the stage wasn't the actual robot, but said that's what the Tesla robot would look like. The purpose of the robot is to perform chores that humans might find boring, repetitive, or dangerous.

Elon mentioned that Teslas are basically semi-sentient robots on wheels. He said that the human-shaped Tesla bot would come out next year. The robots will be friendly and will be able to navigate a world built for humans. They will be five feet eight inches tall and weigh 125 pounds, The face will be a computer screen. The hands will look like human hands and have five fingers. The Tesla bot will be able to walk at five miles/hour. That's faster than normal human walking speed, but most people can run faster than that.

Elon casually mentioned that most people could run away from it and most likely overpower it. He hoped it wouldn't be necessary, but, he said, “You never know.”

So then, he said that the robots would be able to shop for people, do chores around the house, and do repetitive jobs in the workplace. He admitted that having robots available to do jobs in the workplace would be a problem unless there was a universal basic income. That got a cheer from the audience. So I guess there were lots of Andrew Yang fans in the audience.

Then the question period started. The first question was asked of Musk, did he plan to make any of his software open-source? He said that creating it cost too much to just give it away, but he'd be willing to license it to other car companies.

Another interesting question was about whether audible cues would be incorporated into the FSD computer. Elon admitted that it would be important for a fully autonomous car to hear sirens from emergency vehicles, and he said that if someone was yelling at the car from the outside, a fully autonomous car should be able to understand what was being said. It'll be interesting how Tesla plans to tackle this problem for vehicles without external microphones.

Later, someone asked if FSD would work in other countries. Elon said that they were focusing first on the US, but the point was made that driving is very similar in other countries. Elon mentioned that they use training data from fifty countries and that the prime directive of FSD is, “Don't crash.” And that's true in every country. He says that right now, the car is pretty good at not crashing. Clearly, pretty good is not good enough since the drivers still need to pay attention, but the FSD is programmed to not crash into anything on the highway even if it's something it doesn't recognize like a UFO that just crashed on the highway.

I have to mention, here, an experience I had while FSD was engaged. I was driving along a road at night, and I saw a rock in the middle of the road. It was clear that the car didn't see it, and I had to quickly steer around it because it was too late to stop by the time the rock appeared in my headlights. Now I don't have the beta version of FSD, but it's clear Tesla still has some work to do here.

Later, someone asked what will happen with FSD once hardware 4 gets into production. Elon said that hardware 3 will be able to drive much better than any human driver once the software is finished. He says that hardware 4 will come out with the Cybertruck, and it will be able to drive better than hardware 3, but that doesn't mean that hardware 3 is unable to drive. He pointed out that not every regular human driver is the best driver on the road, but that doesn't mean that the regular driver isn't allowed to drive.

An amusing question got asked about whether the car could be spoofed by a picture. Elon suggested that he doesn't see many paintings of tunnels on rock walls as in Wiley E. Coyote cartoons. He mentioned that he has a T-shirt with a stop sign on the front. He says that if someone flashes a Tesla with such a T-shirt, the car will stop, but that Tesla will soon train edge cases like these and the car will learn what is a real stop sign versus a fake one.

Toward the end, someone asked whether we should worry that AI will have its own priorities that might be different from the priorities of the owners of the artificially intelligent robots. Elon said that right now, we're not anywhere near the kind of self-aware super-intelligent robots that people worry about. A car may be able to drive better than most humans. A robot may be able to do boring, repetitive or dangerous activities. That doesn't mean that cars and robots might rise up and rebel against humans. He's going to program his cars and his robots to be “Unequivocally good.”

Elon's final comment about cars was that eventually, cars will drive themselves just like elevators now drive themselves. You get in an elevator, press a button, and it takes you where you want to go. There aren't elevator operators anymore. Eventually, self-driving cars will be the norm. He says that there will still be a few gasoline cars and cars that need to be driven by a human being, just like now, there are still a few horses. But non-self-driving cars will be rare.

You can view the full Tesla AI Day event below:

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Tesla Releases FSD V12.6.1 for Model 3 & Model Y

By Karan Singh
Not a Tesla App

Last night, Tesla released software update 2024.45.25.15, which includes FSD V12.6.1. This update adds support for all HW3 vehicles, including the Model 3 and Model Y. We’re excited to see the continued support for HW3 owners. 

FSD V12.6.1

V12.6.1 is now going wide, according to Ashok Elluswamy, Tesla’s VP of AI. This update is going to the Model 3 and Model Y for the first time - as only the Model S and Model X were included in FSD V12.6. 

V12.6 is a big step forward for HW3 - it includes End-to-End on Highway, Improved City Streets Behavior, and Smoother and More Accurate Tracking - all contributing towards a better, smoother, and more comfortable build of FSD. You can read our comparison between FSD V12.6 and V13.2.2 here

In short, FSD V12.6 performs considerably closer to V13 than V12.5.4.2 - which is a massive improvement. It performs as well as the Cybertruck version of FSD V13, which is still missing a few features when compared to other HW4 vehicles, but it’s a great sign for HW3. A lot of the improvements can be pointed to in the improvements to lane selection and decision-making - the vehicle tends to hesitate far less on V12.6, meaning the ride is a lot smoother. Many early V12.6 testers mentioned that it felt more like V13-mini than anything else.

Legacy Model S & X

We haven’t seen this update hit any legacy Model S and Model X vehicles just yet. We’re not sure whether Ashok’s statement of “generally” applies here - but it should. If you do get the update, please let us know.

Legacy Model S and Model X vehicles are still on an older FSD build and potentially won’t see another FSD update for a little while longer. While they do have the same FSD hardware as other vehicles, there are enough hardware differences that require a build specifically for these vehicles.

Release Date

Update 2024.45.25.15

FSD Supervised 12.6.1 & 13.2.4
Installed on 0.4% of fleet
69 Installs today
Last updated: Jan 11, 12:00 am UTC

FSD V12.6.1 is going out now to the redesigned Model S and X with HW3 and all Model 3 and Model Y vehicles with HW3. The initial wave went out last night, and we expect to see more later today or tomorrow. If this release ends up going “wide,” we should see much larger waves go out next week.


Tesla Issues Physical & OTA Recall for Hardware 4 Computer

By Karan Singh
Not a Tesla App

Tesla has issued a recall for some vehicles due to issues linked to a revision of the Hardware 4 (HW4) computer that was introduced this past November. This recall affects all vehicles with the revised hardware except for the Cybertruck, as it uses a slightly modified version of the HW4 system.

Many vehicle owners have reported a complete failure of their Autopilot computer, which not only leaves the vehicle without FSD and Autopilot but also disables many of the active safety features that make a Tesla what it is.

Let’s take a look at this recall - because the recall is partially physical and partially a software recall.

HW4 Failure

Tesla has identified the failure and flagged it to the U.S. NHTSA (but not Transport Canada or Euro NCAP at the time of publishing) as a recall.

Tesla mentions that the vehicle’s FSD computer circuit board may short circuit, resulting in the loss of the rearview camera image. The recall itself is focused on the rearview camera - as not having a functional rearview camera breaks a Federal Motor Vehicle Safety Standard. However, it does impact more than just the rearview camera.

As previously mentioned, users have experienced the full loss of Autopilot and FSD on these vehicles, as well as reduced traction control and removal of safety features such as automatic emergency braking, collision avoidance assist, and forward collision warnings. 

While the vehicle remains driveable, it is not necessarily a good idea to drive the vehicle with many of these features, especially with the reduced traction control noted by many people. We’ve already noted that while Tesla has been sending tow trucks to pick up some vehicles, it is also prompting owners to drive the vehicle to their service center in some cases.

Remedy

Unlike most of Tesla’s recalls, this one isn’t entirely an OTA recall, owing to the fact that people have already experienced circuit board shorts and are already waiting for replacements.

The software portion of the recall has already been mostly completed for any vehicles with Tesla software update 2024.45.25.3 or greater. However, a significant portion of the tracked fleet remains on update 2024.44.25.2 (approximately 20%), so we recommend updating your HW4 vehicle whenever you receive the notification.

On the hardware side, Tesla is immediately identifying and replacing hardware that has had circuit board failure. Tesla is also reaching out to customers who have expressed intermittent issues with Autopilot features, active safety features, or vehicle cameras that don't display correctly. If you have experienced any of these issues in a late 2024 vehicle, we recommend submitting a service ticket with Tesla to ensure that your vehicle isn’t affected by this recall.

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