US probes Tesla's Full Self-Driving software after fatal crash
reuters.com
reuters.com
Please, if you're going to try it, keep both hands on the wheel and your foot ready for the brake. When it goes off the rails, it usually does so in surprising ways with little warning and little time to correct. And since it's so good much of the time, you can get lulled into complacence.
I never really understand the comments from people who think it's the greatest thing ever and makes their drive less stressful. Does the opposite for me. Entertaining but exhausting to supervise.
I drive my 20-30 minute commutes largely with FSD, as well as our 8-10 hour road trips. It works great, but 100% needs to be supervised and is basically just nicer cruise control.
Good enough that the average user will stop paying attention, but not actually good enough to be left alone.
And when the machine goes to do something lethally dumb, you have 5 seconds to notice and intervene.
It looks like Wayno really understood the problem.
It explains concisely why it's a bad idea to roll our incremental progress, how difficult the problem really is, and why you should really throw all sensors you can at it.
I also appreciate the "we don't know when it's going to be ready" attitude. It shows they have a better understanding of what their task actually is than anybody who claims "next year" every year.
So the gradual rollout strategy is actually great.
Tesla wants to do "all or nothing", and ends up with nothing for now (example with Europe, where FSD is sold since 2016 but it is "pending regulatory approval", when actually, the problem is the tech that is not finished yet, sadly).
It's genuinely a difficult problem to solve, so it's better to do it step-by-step than a "big-bang deploy".
It seemed like most players in tech a few years ago were using legal shenanigans to dodge liability here, which, to me, indicates a lack of seriousness toward the safety implications.
For what it's worth, I wouldn't care if they called it "Penis Enlarger 9000" if it drove me around like it now does.
I think you misunderstood, or it's a terminology problem.
Waymo's point in the video is that in contrast to Tesla, they are _not_ doing gradual rollout of seemingly-working-still-often-catastropically-failing tech.
See e.g. minute 5:33 -> 6:06. They are stating that they are targeting directly the shown upper curve of safety, and that they are not aiming for the "good enough that the average user will stop paying attention, but not actually good enough to be left alone".
Since they targeted very low risk, they did a geographically-segmented rollout, starting with Phoenix, which is one of the easiest places to drive: a lot of photons for visibility, very little rain, wide roads.
https://techcrunch.com/2024/06/12/waymo-second-robotaxi-reca...
I don't mean Waymo is bad or unsafe, it's pretty cool. My point is about true automation needing data and intelligence. A lot more data than we currently have, because the problem is in the "edge" cases, the kind of situation the software has never encountered. Waymo is in the lead for now but they have fewer cars on the road, which means less data.
All they needed was one systems safety engineering student
I'm thinking of how every SaaS product I ever have to use regularly breaks my workflow to make 'improvements'.
I also feel like it takes a bit (5-10 minutes of driving) for it to recalibrate after an update, and it's slightly worse than usual at the very beginning. I know they have to calibrate the cameras to the car, so it might be related to that, or it could just be me getting used to its quarks.
I spent over a decade working on production computer vision products. You think you can do this, and for some percentage of failures you can. The thing is, there will ALWAYS be some percentage of failure cases where you really can't perceive anything different from a success case.
If you want to trust your life to that, fine, but I certainly wouldn't.
https://www.nbcnews.com/tech/tech-news/musk-pushes-debunked-...
So I guess that's game over for full self-driving.
*vocabulary use is for a broad stroke explanation.
I still find it shockingly bad, especially in the way it reacts, or doesn’t, to the way things change around the car (think a car on the left in front of you who switches on indicators to merge in front of you) or the way it makes the most random lane changing decisions and changes it’s mind in the middle of that maneuver.
Those don’t count as disengagements, but they’re jarring and drivers around you will rightfully question your behavior.
And that’s all over just a few miles of driving in an easy environment if interstate or highway.
I totally agree that it’s an impressive party trick, but it has no business being on the road.
My experience with Waymo in SF couldn’t have been more different.
That car is signaling an intention to merge into your lane once it is safe for them to do so. What does the Tesla do (or not do) in this case that's bad?
Only under the assumption that the driver was trained in the US, to follow US traffic law, and is following that training.
For example, in the EU, you switch on the indicators when you start the merge; the indicator shows that you ARE moving.
https://www.gesetze-im-internet.de/stvo_2013/__9.html seems to be the relevant law in Germany, which Google translates to "(1) Anyone wishing to turn must announce this clearly and in good time; direction indicators must be used."
[Insert nationality/regional area here] don’t know how to turn on the blinkers.
In my EU country it's theoretically at least 3 seconds before initiating the move.
a) Check for the possibility of the maneuver; b) signal the maneuver; c) perform the maneuver.
However the signaling needs to be done in a way that it helps other road users to read and act according to your maneuver, so 3 seconds seems to be a good amount of time for that.
There are, on the other hand, situations where signaling the maneuver is also desirable even though the maneuver might not be possible yet: merging into a full lane, so vehicles might free up some space to let you merge.
Thus "the indicator shows that you ARE moving." is correct, at least in practice.
FSD is already defensive to a fault, with frequent stop-and-go indecisions of when to merge onto a highway, but that's a whole other story.
A major part of safe driving is about being predictable. You either commit and claim your right of way, or you don't. In this situation, both can be signaled easily to the other party by being a bit of a jerk (e.g. accelerating to close the gap and prevent somebody else from merging) or the opposite. Both are better than not doing anything at all and keeping the other dangling in a state of uncertainty.
FSD is in an almost permanent state of being indecisive and unpredictable. It behaves like a scared teenager with a learner's permit. Again, totally different than my experience in Waymo in the urban jungle of San Francisco, who's a defensive but confident driver.
This happened to me during my first month of trialing FSD last year and was a big contributing factor for me not subscribing. I did NOT appreciate the mess the vehicle made in this type of situation. If I saw another driver doing the same, I'd seriously question if they were intoxicated.
Using your platform and millions of followers to publicly shit some random person who pissed you off is a degree of it.
Being a colossal hypocrite with your 'free speech' platform, or lying to your customers is something else.
Full mask-off throwing millions of dollars towards electing a convicted conman who is unabashedly corrupt, vindictive, nepotistic, already has a failed coup under his belt, and is running on a platform of punishing anyone who isn't a sycophant is... Also something else.
Apparently, this doesn't reflect reality and he actually went crazy because one of his kids is trans. I have no idea because I don't know him.
I have said it before, I will say it again. It seems that this software does not posses permanence, neither object nor decision.
https://www.forbes.com/sites/bradtempleton/2023/04/26/tesla-...
They compare incomparable data(city miles vs highway miles), autopilot is also mostly used on higways which is not where most accidents happen.
2016 folks... Even with today's FSD which is several orders of magnitude better than the one in the video, you would still probably have a serious accident within a week (and I'm being generous here) if you didn't seat in the driver's seat.
How Trevor Milton got sentenced for fraud and the people responsible for this were not is a mystery to me.
I like the idea of FSD, but I think we should have a serious talk about how the safety implications of making this more broadly available and also compatibility with making a mesh network so FSD vehicles can communicate. I’m not well versed in the tech but I feel like it would be safer if you have like say have more cars on the road that can communicate and making decisions together than separate cars existing in a vacuum having to make a decision.
- It failed with a cryptic system error while driving
- It started making a left turn far too early that would have scraped the left side of the car on a sign. I had to manually intervene.
- In my opinion, the default setting accelerates way too aggressively. I'd call myself a fairly aggressive driver and it is too aggressive for my taste.
- It tried to make way too many right turns on red when it wasn't safe to. It would creep into the road, almost into the path of oncoming vehicles.
- It didn't merge left to make room for vehicles merging onto the highway. The vehicles then tried to cut in. The system should have avoided an unsafe situation like this in the first place.
- It would switch lanes to go faster on the highway, but then missed an exit on at least one occasion because it couldn't make it back into the right lane in time. Stupid.
After the system error, I lost all trust in FSD from Tesla. Until I ride in one and feel safe, I can't have any faith that this is a reasonable system. Hell, even autopilot does dumb shit on a regular basis. I'm grateful to be getting a car from another manufacturer this year.
When I did the trial on my Tesla, I also noted these kinds of things and felt like I had to take control.
But at the end of the day, only the numbers matter.
Maybe that could be a problem with future versions, but I don't see it happening with 12.3.x. I've also heard that driver attention monitoring is pretty good in the later versions, but I have no first hand experience yet.
I wonder how things are inside your head. Are you ignorant or affected by some strong bias?
I'm not quite sure what you meant by your second paragraph, but I'm sure I have my blind spots and biases. I do have direct experience with various versions of 12.x though (12.3 and now 12.5).
Scroll down to Methodology at https://www.tesla.com/VehicleSafetyReport
The FSD numbers are much more hidden.
The general accident rate is 1 per 400’000 miles driven.
FSD has one “critical disengagement” (aka before accident if human or safety braking doesn’t intervene) every 33 miles driven.
It means to reach unsupervised with human quality they would need to improve it 10’000 times in few months. Not saying it is impossible, just highly optimistic. In 10 years we will be there, but in 2 months, sounds a bit overpromising.
That's not a crash (fortunately!), but it is a failure of the autonomous system.
This is hard to track, though, of course: people might take over control for reasons unrelated to safety, or people may misinterpret something that's safe as unsafe. So you can't just track this from a simple "human driver took control".
Even if it is true that the data show that with FSD (not Autopilot) enabled, drivers are in fewer crashes, I would be worried about other confounding factors.
For instance, I would assume that drivers are more likely to engage FSD in situations of lower complexity (less traffic, little construction or other impediments, overall lesser traffic flow control complexity, etc.) I also believe that at least initially, Tesla only released FSD to drivers with high safety scores relative to their total driver base, another obvious confounding factor.
Happy to be proven wrong though if you have a link to a recent study that goes through all of this.
You have a Mercedes, Mercedes takes responsibility.
You have a Tesla, you take the responsibility.
Says a lot.
Perhaps FSD isn't ready for city streets yet, but it's great on the highways and I'd 1000x prefer we make progress rather than settle for the status quo garbage that the legacy makers put out. Also, human drivers are the most dangerous, by far, we need to make progress to eventual phase them out.
Maybe you have a deathwish, but I definitely don't. Your choices affect other humans in traffic.
You have two imperfect systems for highway driving: Autopilot with human oversight, and humans. The first has far far less death. Yet you are choosing the second.
Technically, that is the easiest way to get a perfect safety record and journalists will seemingly just go along with the charade.
Oh? Who are presenting the numbers?
Is a crash that fails to trigger the airbags still not counted as a crash?
What about the car turning off FSD right before a crash?
How about adjusting for factors such as age of driver and the type of miles driven?
The numbers don't make sense because they're not good comparisons and are made to make Tesla look good.
Also, Tesla is known to disable self-driving features right before collisions to give the appearance of driver fault.
And the coup de grace: if Tesla's own data showed that FSD was actually safer, they'd be shouting it from the moon, using that data to get self-driving permits in CA, and offering to assume liability if FSD actually caused an accident (like Mercedes does with its self driving system).
Also how about: it turns into oncoming traffic, but there isn't much oncoming traffic, and that traffic swerves to get out of the way, before FSD realizes what it's done and pulls back into the correct lane. We certainly don't have data on that.
"To ensure our statistics are conservative, we count any crash in which Autopilot was deactivated within 5 seconds before impact"
https://www.tesla.com/en_gb/VehicleSafetyReport
Situations which inevitably cause a crash more than 5 seconds later seem like they would be extremely rare.
for whatever does exist, it is also easy to imagine how they could be misleading. for instance i've disengaged FSD when i noticed i was about to be in an accident. if i couldn't recover in time, the accident would not be when FSD is on and depending on the metric, would not be reported as a FSD induced accident.
How often does an autonomous driving system get the driver into a dicey situation, but the driver notices the bad behavior, takes control, and avoids a crash? I don't think we have publicly-available data on that at all.
You admit that you ran into some of these sorts of situations during your trial. Those situations are unacceptable. An autonomous driving system should be safer than a human driver, and should not make mistakes that a human driver would not make.
Despite all the YouTube videos out there of people doing unsafe things with Tesla FSD, I expect that most people that use it are pretty responsible, are paying attention, and are ready to take over if they notice FSD doing something wrong. But if people need to do that, it's not a safe, successful autonomous driving system. Safety means everyone can watch TV, mess around on their phone, or even take a nap, and we still end up with a lower crash rate than with human drivers.
The numbers that are available can't tell us if that would be the case. My belief is that we're absolutely not there.
Are these the numbers reported by tesla, or by some third party?
We all know that some humans are sometimes terrible drivers!
We also know what that looks like: Driving too fast or slow relative to surroundings. Quickly turning every once in a while to stay in their lane. Aggressively weaving through traffic. Going through an intersection without spending the time to actually look for pedestrians. The list goes on..
Bad human driving can be seen. Bad automated driving is invisible. Do you think the people who were about to be hit by a Tesla even realized that was the case? I sincerely doubt it.
I'm literally saying that it is visible, to me, the passenger. And for reasons that aren't just bad vibes. If I'm in an Uber and I feel unsafe, I'll report the driver. Why would I pay for my car to do that to me?
Germans are not known for poor driving.
Note that I personally do change lanes at times when it's safe, convenient, I am experienced with the intersection, and the merging driver is being especially unaware.
Texas highways allow for much higher merging speeds at the cost of far large (land area), 5-level interchanges rather than 35 mph offramps and onramps common in California.
Any defensive driving course (which fall under instruction IMO) states that you don't always have to exercise your right of way, and indeed it may be unsafe to do so in some circumstances. Anticipating the actions of other drivers around you and avoiding potentially dangerous are the other aspects of being a defensive driver, and those concepts are consistent with freeing up the lane slower-moving vehicles are merging onto when it's safe to do so.
(you probably misinterpreted what I said. I do sometimes change lanes, even well in advance of a merge I know is prone to problems, if that's the safest and most convenient. What I am saying is the guidance I have read indicates that staying in the same lane is generally safer than changing lanes, and speeding up into an empty space is better for everybody than slowing down, especially because many people who are merging will keep slowing down more and more when the highway driver slows for them)
It doesn't matter, Tesla does neither. It always does the worst possible non-malicious behavior.
That said, there is a night and day difference between FSD 12.3 that you experienced earlier this year and the latest version 12.6. It will still make mistakes from time to time but the improvement is massive and obvious. More importantly, the rate of improvement in the past two months has been much faster than before.
Yesterday I spent an hour in the car over three drives and did not have to turn the steering wheel at all except for parking. That never happened on 12.3. And I don't even have 12.6 yet, this is still 12.5; others report that 12.6 is a noticeable improvement over 12.5. And version 13 is scheduled for release in the next two weeks, and the FSD team has actually hit their last few release milestones.
People are right that it is still not ready yet, but if they think it will stay that way forever they are about to be very surprised. At the current rate of improvement it will be quite good within a year and in two or three I could see it actually reaching the point where it could operate unsupervised.
It got stuck in a side street trying to get to a target parking lot, shaking the wheel back and forth.
It's no better so far and this is the first day.
As I said, it still makes mistakes and it is not ready yet. But 12.3 was much worse. It's the rate of improvement I am impressed with.
I will also note that the predicted epidemic of crashes from people abusing FSD never happened. It's been on the road for a long time now. The idea that it is "irresponsible" to deploy it in its current state seems conclusively disproven. You can argue about exactly what the rate of crashes is but it seems clear that it has been at the very least no worse than normal driving.
Don't get me wrong without a concerted data team building maps a priori, this is pretty incredible. But from a pure performance standpoint it's a shaky product.
Oh dear.
Glad you're okay!
Please stop presenting arguments of the form "I haven't seen problems so people who have problems must be extreme outliers". At best it's ignorant, at worst it's actively in bad faith.
If you treat the car like it's a student driver or someone else driving, disengagements will go do. If you treat it like you're driving there's also something to complain about.
This is important because I'd bet similar data on the use of standard, non-adaptive cruise control would similarly show it's much safer than human drivers. But of course that would be because people use cruise control most in long-distance highway driving outside of congested areas, where you're least likely to have an accident.
You've been lied to.
The report measures accidents in FSD mode. Qualifiers to FSD mode: the conditions, weather, road, location, traffic all have to meet a certain quality threshold before the system will be enabled (or not disable itself). Compare Sunnyvale on a clear spring day to Pittsburgh December nights.
There's no qualifier to the "comparison": all drivers, all conditions, all weather, all roads, all location, all traffic.
It's not remotely comparable, and Tesla's data people are not that stupid, so it's willfully misleading.
This report does not include fatalities. It also doesn't consider any incident where there was not airbag deployment to be an accident. Sounds potentially reasonable until you consider:
- first gen airbag systems were primitive: collision exceeds threshold, deploy. Currently, vehicle safety systems consider duration of impact, speeds, G-forces, amount of intrusion, angle of collision, and a multitude of other factors before deciding what, if any, systems to fire (seatbelt tensioners, airbags, etc.) So hit something at 30mph with the right variables? Tesla: "this is not an accident".
- Tesla also does not consider "incident was so catastrophic that airbags COULD NOT deploy*" to be an accident, because "airbags didn't deploy". This umbrella could also include egregious, "systems failed to deploy for any reason up to and including poor assembly line quality control", as also not an accident and also "not counted".
Otherwise every car brand will have to kill a whole heap of people too until they manage to make a FSD system.
Also, "years of death and injury" is a bald-faced lie. NHTSA would have shut down FSD a long time ago if it were happening. The statistics Tesla has released to the public are lacking, it's true, but they cannot hide things from the NHTSA. FSD has been on the road for years and a billion miles and if it was overall significantly worse than normal driving (when supervised, of course) the NHTSA would know by now.
The current investigation is about performance under specific conditions, and it's possible that improvement is possible and necessary. But overall crash rates have not reflected any significant extra danger by public use of FSD even in its primitive and flawed form of earlier this year and before.
Sounds like Tesla drivers have been at the Kool-Aid then.
But to be a bit more serious, the problem isn't necessarily that people don't think it's improving (I do believe it is) or that they will likely succeed (I'm not sure where I stand on this). The problem is that every year Musk says the next year will be the Year of FSD. And every next year, it doesn't materialize. This is like the Boy Who Cried Wolf; Musk has zero credibility with me when it comes to predictions. And that loss of credibility affects my feeling as to whether he'll be successful at all.
On top of that, I'm not convinced that autonomous driving that only makes use of cameras will ever be reliably safer than human drivers.
One of these years, he is going to be right. And at that point, the fact that he was wrong for a long time won't diminish their achievement. As he likes to say, he specializes in transforming technology from "impossible" to "late".
> I'm not convinced that autonomous driving that only makes use of cameras will ever be reliably safer than human drivers.
Believing this means that you believe AIs will never match or surpass the human brain. Which I think is a much less common view today than it was a few years ago. Personally I think it is obviously wrong. And also I don't believe surpassing the human brain in every respect will be necessary to beat humans in driving safety. Unsupervised FSD will come before AGI.
Has it really? How much data is each car sending to Tesla HQ? Anybody actually know? That's a lot of cell phone bandwidth to pay for, and a lot of data to digest.
Vast amounts of data about routine driving is not all that useful, anyway. A "highlights reel" of interesting situations is probably more valuable for training. Waymo has shown some highlights reels like that, such as the one were someone in a powered wheelchair is chasing a duck in the middle of a residential street.
Sensor platforms deployed at scale, that you have the right to take data from, are difficult to replicate.
Even a system that is 99% reliable will honestly feel very, very good to an individual operator, but would result in huge loss of life when scaled up.
Tesla can earn more trust be releasing the data necessary to evaluate the system’s performance. The fact that they do not is far more informative than a bunch of commentators saying “hey it’s better than it was last month!” for the last several years — even if it is true that it’s getting better and even if it’s true it’s hypothetically possible to get to the finish line.
It relies on inferred depth from a single point of view. This means that the depth/positioning info for the entire world is noisy.
From a safety critical point of view its also bollocks, because a single birdshit/smear/raindrop/oil can render the entire system inoperable. Does it degrade safely? does it fuck.
> recognizes that training exceptional deep neural networks requires vast amounts of data,
You missed good data. Recording generic driver's journeys isn't going to yield good data, especially if the people who are driving aren't very good. You need to have a bunch of decent drivers doing specific scenarios.
Moreover that data isn't easily generalisable to other sensor suites. Add another camera? yeahna, new model.
> Tesla recently held a robotaxi event, explicitly informing investors of their plans
When has Musk ever delivered on time?
> his ability to achieve results
most of those results aren't that great. Tesla isn't growing anymore, its reliant on state subsidies to be profitable. They still only ship 400k units a quarter, which is tiny compared to VW's 2.2million.
> attract top engineering and management talent is undeniable
Most of the decent computer vision people are not in tesla. Hardware wise, their factories aren't fun places to be. He's a dick to work for, capricious and vindictive.
I would love for self-driving to succeed. I do long-ish car trips several times a year, and it would be wonderful if instead of driving, I could be watching a movie or working on something on my laptop.
I've tried Waymo a few times, and it feels like magic, and feels safe. Their record backs up that feeling. After everything I've seen and read and heard about Tesla, if I got into a Tesla with someone who uses FSD, I'd ask them to drive manually, and probably decline the ride entirely if they wouldn't honor my request.
> fortunately, it's clear as day to some of us that tesla approach will work
And based on my experience with Tesla FSD boosters, I expect you're basing that on feelings, not on any empirical evidence or actual understanding of the hardware or software.
But no. I want self-driving to succeed, and when it does (which I don't think is that soon, because the last 10% takes 90% of the time), I don't think Tesla or their approach will be the "winner".
I'll believe it when I see it. I'm not sure "quite good" is the next step after "feels dangerous".
Musk in 2021: "Right now our highest priority is working on solving the problem."
>And I don't even have 12.6 yet, this is still 12.5;
How am i supposed to take anything you say seriously when your only claim is a personal anecdote that doesn't even apply to your own argument. Please, think about what you're writing, and please stop repeating information you heard on youtube as if it's fact.
The is one of the reasons (among many) that I can't take Tesla booster seriously. I have absolutely zero faith in your anecdote that you didn't touch the steering wheel. I bet it's a lie.
I didn't say I didn't touch the steering wheel. I had my hands lightly touching it most of the time, as one should for safety. I occasionally used the controls on the wheel as well as the accelerator pedal to adjust the set speed, and I used the turn signal to suggest lane changes from time to time, though most lane choices were made automatically. But I did not turn the wheel. All turning was performed by the system. (If you turn the wheel manually the system disengages). Other than parking, as I mentioned, though FSD did handle some navigation into and inside parking lots.
I’m not GP, but I can share video showing it driving across residential, city, highway, and even gravel roads all in a single trip without touching the steering wheel a single time over a 90min trip (using 12.5.4.1).
Obviously it works some time on some roads, but not all the time on all the roads. A film with it when it works on the road it works is cherry-picking. Look up what the term means.
A claim I never made in any of my posts. What a way to straw man and fail! ;)
Way to cherry pick yourself into the one cherry picked claim I never actually made!
12.5.6 Still fails to read very obvious signs for 30 Km/h playgrounds zones.
The current vehicles lack sufficient sensors, and likely do not have enough compute power and memory to cover all edge cases.
I think it's a matter of time before Tesla faces a lawsuit over continual FSD claims.
My hope is that the board will grow a spine and bring in a more focused CEO.
Hats off to Elon for getting Tesla to this point, but right now they need a mature (and boring) CEO.
As they say, they take "full responsibility"
Here's an unintentionally hilarious meta-post on the subject https://news.ycombinator.com/item?id=29531915
But the rate of progress I see right now has me thinking that it may not be more than two or three years before that threshold is finally reached.
How far are we now, 6 years later than I expected?
Dunno.
I suspect it's gonna need an invention on the same level as Diffusion or Transformer models to be able to get all the edge cases we can get, and that might mean we only get it with human level AGI.
But I don't know that, it might be we've already got all we need architecture-wise and it's just a matter of scale.
Only thing I can be really sure of is we're making progress "quite fast" in a non-objective use of the words — it's not going to need a re-run of 6 million years of mammilian evolution or anything like that, but even 20 years wall clock time would be a disappointment.
They may well best Tesla to this, though.
As for whether it's worthwhile to solve that problem when having more sensors will always be safer, that's another issue...
While it ought to be possible to solve for just RGB… making it needlessly hard for yourself is a fun hack-day side project, not a valuable business solution.
On the other hand, I fear/suspect it is asymptotically, rather than linearly, approaching good enough to be unsupervised. It might get halfway there, each year, forever.
I suspect the free trials let tesla collect orders of magnitude more data on events requiring human intervention. If each one is a learning event, it could exponentially improve things.
I tried it on a loaner car and thought it was pretty good.
One bit of feedback I would give tesla - when you get some sort of FSD message on the center screen, make the text BIG and either make it linger more, or let you recall it.
For example, it took me a couple tries to read the message that gave instructions on how to give tesla feedback on why you intervened.
EDIT: look at this graph
https://electrek.co/wp-content/uploads/sites/3/2024/10/Scree...
That’s not a reasonable assumption. You can’t just extrapolate “software rate of improvement”, that’s not how it works.
Tesla collects their own data, builds their own training clusters with both Nvidia hardware and their own custom hardware, and deploys their own custom inference hardware in the cars. There is no obstacle to them scaling up massively in all dimensions, which basically guarantees significant progress. Obviously you can disagree about whether that progress will be enough, but based on the evidence I see from using it, I think it will be.
The regressions are getting worse. For the first release anouncement it was only hitting regulatory hurdles and now the entire software stack is broken? They should fire whoever is in charge and restore the state Elon tried to release a decade ago.
So we accept that there are some bad drivers on the road because the alternative would be cruel.
But we don't have to accept bad software drivers.
But we should look down on them and speak poorly of them same as we look down on and speak poorly of everyone else who's discourteous in public spaces.
This is what bugs me about ordinary autopilot. Autopilot doesn't switch lanes, but I like to slow down or speed up as needed to allow merging cars to enter my lane. Autopilot never does that, and I've had some close calls with irate mergers who expected me to work with them. And I don't think they're wrong.
Just means that when I'm cruising in the right lane with autopilot I have to take over if a car tries to merge.
(That's for merging onto a highway from an entrance ramp, at least. If you're talking about a zipper merge due to a lane ending or a lane closure, sure, cooperation with other drivers is always the right thing to do.)
Correct, including when the other driver may not have the strictly interpreted legal right of way. You don't know if their vehicle is malfunctioning, or if the driver is malfunctioning, or if they are being overly aggressive or distracted on their phone.
But most of the time, on an onramp to a highway, people on the highway in the lane that is being merged into need to be taking into account the potential conflicts due to people merging in from the acceleration lane. Acceleration lanes can be too short, other cars may not have the capability to accelerate quickly, other drivers may not be as confident, etc.
So while technically, the onus is on people merging in, a more realistic rule is to take turns whenever congestion appears, even if you have right of way.
If you're the one merging? It's on you. If you're the one being merged into? Also you.
If you assume that every other driver has a malfunctioning vehicle or is driving irresponsibly then your odds of a crash go way down because you assume that they're going to try to merge incorrectly.
It’s like a children’s book explanation of the nice things you can have (no speed limits) if everyone could just stop being such obscenely selfish people (like sitting in the left lane or preventing merges because of some weird “I need my car to be in front of their car” fixation).
For example:
I use this onramp fairly frequently. It’s rural and rarely has much traffic, but when there is you can get stuck for a while trying to get on because it’s hard to see the coming cars, and there’s not much room to accelerate (unless people move over, which they often do). https://maps.app.goo.gl/ALt8UmJDzvn89uvM7?g_st=ic
Preemptively getting in the left lane before going under this bridge is a defensive safety maneuver I always make—being in the right lane nearly guarantees some amount of conflict with merging traffic.
I agree, but my observation has been that the majority of drivers are absolutely trash at doing that and I'd rather they not crash into me, even if would be their fault.
Honestly I think Tesla's self-driving technology is long on marketing and short on performance, but it really helps their case that a lot of the competition is human drivers who are completely terrible at the job.
Which brings it right back to the original criticism of Tesla's "self driving" program. What you're describing is assisted driving, not anything close to "full self driving".
This is probably the worst way to evaluate self-driving for society though, right?
I don’t see how this is in any way objective besides the fact that you want it to be objective.
You can support things for society that scare you and feel unsafe because you can admit your feelings are subjective and the thing is actually safer than it feels to you personally.
I’ll give you this one.
> In my opinion, the default setting accelerates way too aggressively. I'd call myself a fairly aggressive driver and it is too aggressive for my taste
Subjective.
> It started making a left turn far too early that would have scraped the left side of the car on a sign. I had to manually intervene.
Since you intervened and don’t know what would’ve happened, subjective.
> It tried to make way too many right turns on red when it wasn't safe to. It would creep into the road, almost into the path of oncoming vehicles
Subjective.
> It would switch lanes to go faster on the highway, but then missed an exit on at least one occasion because it couldn't make it back into the right lane in time. Stupid.
Objective.
You’ve got some fair complaints but the idea that feeling safe is what’s needed remains subjective.
There’s a simple answer to this. As soon as it’s good enough for Tesla to accept liability for accidents. Until then if Tesla doesn’t trust it, why should I?
The average for all USA cars seems to be around $2000/year, so even if FSD was half as dangerous Tesla would still be paying $1000/year equivalent (not sure how big insurance margins are, assuming nominal) per car.
Now, if legally the driver could avoid paying insurance for the few times they want/need to drive themselves (e.g. snow? Dunno what FSD supports atm) then it might make sense economically, but otherwise I don't think it would work out.
Car insurance payments include people stealing your car, uninsured motorists, rental cars, and other issues not the drivers fault. Further insurance payments also include profits for the insurance company, advertising, billing, and other overhead from running a business.
Also, if Tesla was taking on these risks you’d expect your insurance costs to drop.
Basically (_very_ basically, there's more to it) the insurance company insures itself against large claims.
> If you write software that people rely on with their lives, and it fails, you should be held liable for that criminally.
Easy to type those words on the internet than make it a policy IRL. That sort of policy IRL would likely result in a) killing off all commercial efforts to solve traffic deaths via technology and vast amounts of other semi-autonomous technology like farm equipment or b) government/car companies mandating filming the driver every time they turn it on, because it's technically supposed to be human assisted autopilot in these testing stages (outside restricted pilot programs like Waymo taxis). Those distinctions would matter in a criminal court room, even if humans can't always be relied upon to always follow the instructions on the bottle's label.
Holding software developers (or their companies) liable for defects would definitely kill off a part of the industry: the very large part that YOLOs code into production and races to get features released without rigorous and exhaustive testing. And why don’t they spend 90% of their time testing and verifying and proving their software has no defects? Because defects are inevitable and they’re not held accountable for them!
I don't think people believe this as such. It may be the short way to write it, but actually what devs mean is "bugs are inevitable at the funding/time available". I often say "bugs are inevitable" when it practice it means "you're not going to pay a team for formal specification, validated implementation and enough reliable hardware".
Which business will agree to making the process 5x longer and require extra people? Especially if they're not forced there by regulation or potential liability?
Literally everywhere else, we accept that the costs of 100% safety are just unreasonably high. People would rather have a mostly safe device for $1 than a definitely safe one for $5. No one wants to pay to have every head of lettuce tested for E Coli, or truckers to drive at 10mph so they can’t kill anyone.
Software isn’t different. For the vast majority of applications where the costs of failure are low to none, people want it to be free and rapidly iterated on even if it fails. No one wants to pay for a formally verified Facebook or DoorDash.
Yes, but also in none of these situations would the consumer/customer/patient be held responsible. I don’t expect a system to be perfect, but I won’t accept any liability if it malfunctions as I use it the way it is intended. And even worse, I would not accept that the designers evade their responsibilities if it kills someone I know.
As the other poster said, I am happy to consider it safe enough the day the company accepts to own its issues and the associated responsibility.
> No one wants to pay for a formally verified Facebook or DoorDash.
This is untenable. Does nobody want a formally verified avionics system in their airliner, either?
You would likely also be liable if you overloaded an electrical cable, causing a fire that killed someone.
“Using it in the way it was intended” is largely circular reasoning; of course it wasn’t intended to hurt anyone, so any usage that does hurt someone was clearly unintended. People frequently harm each other by misusing items in ways they didn’t realize were misuses.
> This is untenable. Does nobody want a formally verified avionics system in their airliner, either?
Not for the price it would cost. Airbus is the pioneer here, and even they apply formal verification sparingly. Here’s a paper from a few years ago about it, and how it’s untenable to formally verify the whole thing: https://www.di.ens.fr/~delmas/papers/fm09.pdf
Software development effort generally tends to scale superlinearly with complexity. I am not an expert, but the impression I get is that formal verification grows exponentially with complexity to the point that it is untenable for most things beyond research and fairly simple problems. It is a huge pain in the ass to do something like putting time bounds around reading a config file.
IO also sucks in formal verification from what I hear, and that’s like 80% of what a plane does. Read these 300 signals, do some standard math, output new signals to controls.
These things are much easier to do with tests, but tests only check for scenarios you’ve thought of already
Right. But neither of these examples are following guidelines or proper use. If I turn the car into people on the pavement, I am responsible. If the steering wheel breaks and the car does it, then the manufacturer is responsible (or the mechanic, if the steering wheel was changed). The question at hand is whose responsibility it is if the car’s software does it.
> “Using it in the way it was intended” is largely circular reasoning; of course it wasn’t intended to hurt anyone, so any usage that does hurt someone was clearly unintended.
This is puzzling. You seem to be conflating use and consequences and I am not quite sure how you read that in what I wrote. Using a device normally should not make it kill people, I guess at least we can agree on that. Therefore, if a device kills people, then it is either improper use (and the fault of the user), or a defective device, at which point it is the fault of the designer or manufacturer (or whoever did the maintenance, as the case might be, but that’s irrelevant in this case).
Each device has a manual and a bunch of regulations about its expected behaviour and standard operating procedures. There is nothing circular about it.
> Not for the price it would cost.
Ok, if you want to go full pedantic, note that I wrote “want”, not “expect”.
For a huge part of the industry, the reason is entirely different. It is because software that mostly works today but has defects is much more valuable than software that always works and has no defects 10 years from now. Extremely well informed business customers will pay for delivering a buggy feature today rather than wait two more months for a comprehensively tested feature. This is the reality of the majority of the industry: consumers care little about bugs (below some defect rate) and care far more about timeliness.
This of course doesn't apply to critical systems like automatic drivers or medical devices. But the vast majority of the industry is not building these types of systems.
The fact that people generally consume drugs voluntarily and make that decision after being informed about most of the known risks probably mitigates that to some extent. Being killed by someone else’s FSD car seems to be very different
Would you want FSD software to be developed or not? If you do, do you think holding devs or companies criminally liable for half of all crashes is the best way to ensure that progress happens?
I don't think anyone in this thread has talked about an exemption from civil liability (sue for money), just criminal liability (go to jail).
Civil liability is the far less controversial issue because it's transferred all the time: governments even mandate that drivers carry insurance for this purpose.
With civil liability transfer, imperfect FSD can still make economic sense. Just as an insurance company needs to collect enough premium to pay claims, the FSD manufacturer would need to reserve enough revenue to pay its expected claims. In this case, FSD doesn't even need to be better than humans to make economic sense, in the same way that bad drivers can still buy (expensive) insurance.
That just seems like a theoretical possibility (even if that). I don’t see how any engineer or even someone in management could go to jail unless intent or gross negligence can be proven.
> drivers carry insurance for this purpose.
The mandatory limit is extremely low in many US states.
> expected claims
That seems like the problem. It might take a while until we reach an equilibrium of some sort.
> that bad drivers can still buy
That’s still capped by the amount of coverage + total assets held by that bad driver. In Tesl’s case there is no real limit (without legislation/established precedent). Juries/courts would likely be influenced by that fact as well.
Like for the COVID-19 vaccines? Experimental yet given to billions without ever showing them a consent form.
It's completely normal in other fields where engineers build systems that can kill.
I am not an engineer, but I have watched clearly bad decisions take place from technical perspective so that a person with title that went to their head and a bonus that is not aligned with right incentives mess things up for us. Maybe some proffesionalization of software engineering is in order.
Now, we could argue over whether that is/should/could/would be the law of the land, but have you considered how it would be enforced?
I mean, I can tell you first hand what it looks like, when government gives you a vague law for an industry to figure out and an enforcement agency with a broad mandate.
That said, I may have exaggerated a little bit on the algo choice. I was shooting for ghoulish overkill.
You clearly have no idea how civil liability works. At all.
Your original response to my response was in turn a response to the following sentence by "snovv_crash":
"This isn't a matter of the government saying what you need to do. This is a matter of being held criminally liable if people get hurt."
I do want to point out that from the beginning the narrow scope of this argument defined the type of liability as criminal and not civil as your post suggested. In other words, your whole point kinda falls apart as I was not talking about civil liability, but about the connection of civics and government's ( or society's depending on your philosophical bent ) monopoly on violence.
It is possible that the word civic threw you off, but I was merely referring to the study of the rights, duties, and obligations of citizens in a society. Surely, you would agree that writing code that kills people would be under the purview of the rights, duties and obligations of individuals in a society?
In either case, I am not sure what are you arguing for here, It is not just that you are wrong, but you seem to be oddly focused on trying to .. not even sure. Maybe I should ask you instead.
<<More interesting to me is how you came to the impression that you had any idea what you were talking about to the point you felt justified in making your post.
Yes, good question. Now that I replied I feel it would not be a bad idea ( edit: for you ) to present why you feel ( and I use that verb consciously ) you can just throw salad willy-nilly not only with confidence, but, clearly, justification worthy of a justicar.
tldr: You are wrong, but can you even accept that you are wrong.. now that will be an interesting thing to see.
<< that you had any idea
I am a guy on the internet man. No one has any idea about anything. Cheer up:D
Upside: you get paid a 200k salary, if all your code works perfectly. Downside: if it doesn't, you go to prison.
The users aren't compelled to use it. They can choose not to. They get to choose their own risks.
The internet is a gold mine of creatively moronic opinions.
And also, of course some people would take that deal, and of course some others wouldn't. Your argument is moot.
Most code has bugs from time to time even when highly skilled developers are being careful. None of them would drive if the fault rate was similar and the outcome was death.
The only practical way around this which permits autonomous vehicles (which are apparently dependent on much more complex and intractable codebases than, say, avionics) is a much higher threshold of criminal responsibility than the "the serious consequences resulted from the one-off execution of an dangerous manoeuvre which couldn't be justified in context" which sends human drivers to jail. And of course that double standard will be problematic if "willingness to accept liability" is the only safety threshold.
Civil engineer kills someone with a bad building, jail. Surgeon removes the wrong lung, jail. Computer programmer kills someone, “oh well it’s your own fault”.
The only case where a computer programmer "kills someone" is where he hacks into a system and interferes with it in a way that foreseeably leads to someone's death.
Otherwise, the user voluntarily assumed the risk.
Frankly if someone lets a computer drive their car, given their own ample experiences of computers "crashing", it's basically a form of attempted suicide.
I would also say that if something gets signed off on by management, that carries an implicit transfer of accountability up the chain from the individual contributor to whoever signed off.
The line should be where a person tells others that they can rely on the software with their lives - as in the integrator for the end product. Even if I was working on the software for self driving, the same thing would apply - if I wrote some alpha level stuff for the internal demonstration and some manager decided "good enough, ship it", they should be liable for that decision. (Because I wouldn't be able to stop them / may have already left by then)
And you believe that, despite experiencing what happens if you speak up?
We shouldn’t simultaneously require people to take heroic responsibility, while also leaving them high and dry if they do.
Look, there are well established procedures in a lot of industries where products are relied on to keep people safe. They all require quite rigorous development and certification processes and sneaking untested alpha quality software through such a process would be actively malicious and quite possibly criminal in and of itself, at least in some industries.
You're in violent agreement with me ;)
By that token, no action could ever apply to a company—including approving, producing, or releasing—since it is a legal entity, a concept, not a physical thing. For all those actions there was a person actually doing it in the name of the company.
It’s perfectly normal to say, for example, “GenericCorp wrote a press-release about their new product”.
If the software is not reliable enough, then don’t use it in a context where it could kill people.
If a construction firm takes an arbitrary design and then tries to build it in a totally different environment and for a different purpose, then the construction firm is liable, not the original designer. It'd be like Boeing taking a child's paper aeroplane design and making a passenger jet out of it and then blaming the child when it inevitably fails.
Of course that's wildly oversimplifying and multiple entities can be at fault at once. My point is that these are normal things considered in regular engineering and manufacturing
Not making an argument. Asking a clarifying question about someone else’s.
> It'd be like Boeing taking a child's paper aeroplane design and making a passenger jet out of it and then blaming the child when it inevitably fails.
Yes exactly. You are using the same example I used to say the same thing. So which part of my message was ridiculous?
If you didn't intend your comment as a criticism, then you phrased it poorly. Do you actually believe that your scenario happens in reality?
And the only reason the commenter I linked to had that response is because its parent comment was slightly careless in its phrasing. Probably just change “write” to “deploy” to capture the intended meaning.
I did not represent or misrepresent anything. I have asked a question to better understand their thinking.
> If you didn't intend your comment as a criticism, then you phrased it poorly.
Quite probably. I will have to meditate on it.
> Do you actually believe that your scenario happens in reality?
With railway bridges? Never. It would ring alarm bells for everyone from the fabricators to the locomotive engineer.
With software? All the time. Someone publishes some open source code, someone else at a corporation bolts the open source code into some application and now the former “toy train bridge” is a loadbearing key-component of something the original developer could never imagine nor plan for.
This is not theoretical. Very often I’m the one doing the bolting.
And to be clear: my opinion is that the liability should fall with whoever integrated the code and certified it to be fit for some safety critical purpose. As an example if you publish leftpad and i put it into a train brake controller it is my job to make sure it is doing the right thing. If the train crashes you as the author of leftpad bear no responsibility but me as the manufacturer of discount train brakes do.
Take a deep breath. Read my message one more time carefully. Notice the question mark at the end of the last sentence. Think about it. If after that you still think I’m trolling you or anyone else I will be here and happy to respond to your further questions.
Then don't write software to be used in things that are literally always critical situations, like cars.
Take the Boeing 777 Primary Flight Computer for example. This is a fully digital fly-by-wire aircraft. There are 3 separate racks of equipment housing identical flight computers; 2 in the avionics bay underneath the flight deck, 1 in the aft cargo section. Each flight computer has 3 separate processors, supporting 2 dissimilar instruction set architectures, running the same software built by 3 separate compilers. Each flight computer captures instances of the software not agreeing about an action to be undertaken and wins by majority vote. The processor that makes these decisions is different in each flight computer.
The power systems that provide each flight computer are also fully redundant; each computer gets power from a power supply assembly, which receives 2 power feeds from 3 separate power supplies; no 2 power supply assemblies share the same 2 sources of power. 2 of the 3 power systems (L engine generator, R engine generator, and the hot battery bus) would have to fail and the APU would have to be unavailable in order to knock out 1 of the 3 computers.
This system has never failed in 30 years of service. There's still a primary flight computer disconnect switch on the overhead panel in the cockpit, taking the software out of the loop, to logically connect all of your control inputs to the flight surface actuators. I'm not aware of it ever being used (edit: in a commercial flight).
Besides, this is what flight testing is for. Aviation certification authorities don't let an aircraft serve passengers unless you can demonstrate that all of its safety-critical systems work properly and that it performs as described.
I find it hard to believe that automotive works much differently in this regard, which is what things like crumple zone crash tests are for.
So the blame won't be on a guy who got an if statement backwards, but signing off on stopping training, failing to have certain kinds of pictures in the set, or other similar, higher order problem. Blame will be incredibly nebulous.
Bridges, elevators, buildings, ski lifts etc. all require a professional engineer to sign off on them before they can be built. Maybe self driving cars need the same treatment.
Intention matters when passing crime judgement. If a mother causes the death of her baby due to some poor decision (say feed her something contaminated), no one proposes or tries to jail the mother, because they know the intention was the opposite.
Harder to apply to software but maybe there should be a some legal liability involved when a sysadmin uses admin/admin and health information is leaked.
Some employees should be absolutely in jail from boeing regarding the MCAS system and the hundreds of people who died as a result. But the actions there go beyond negligence anyway.
The Koch brothers, famous "anti-regulatory state" warriors, have fought oversight so hard that their gas pipelines were allowed to be barely intact.
Two teens get into a truck, turn the ignition key - and the air explodes:
https://www.southcoasttoday.com/story/news/nation-world/1996...
Does anyone go to jail? F*K NO.
Or, they could buy sufficient buffer land around the pipeline such that the gas leak will be found and stopped before it could explode down the road
But people get upset about this. We need corporations to take responsibility.
Realistically speaking, nuclear power is pretty safe. In the history of nuclear power, there were two major incidents. Considering the number of nuclear power plants around the planet, that is pretty good. However, as those two accidents demonstrated, the potential fallout of those incidents is pretty severe and widespread. I think this massively contributes to the perceived risks. The warnings towards the public were pretty clear. I remember my mom telling stories from the time the Chernobyl incident became known to the public and people became worried about the produce they usually had from their gardens. Meanwhile, everything that has been done to address the hazards of fossil based power generation is pretty much happening behind the scenes.
With coal and natural gas, it seems like people perceive the risks as more abstract. The radioactive emissions of coal power plants have been known for a while and the (potential) dangers of fine particulate matters resulting from combustion are somewhat well known nowadays as well. However, the effects of those danger seem much more abstract and delayed, leading people to not be as worried about it. It also shows on a smaller, more individual scale: people still buy ICE cars at large and install gas stoves into their houses despite induction being readily available and at times even cheaper.
Climate change is very visible in the present day to me. People are protesting about it frequently enough that it's hard to claim they are not worried.
You can still cook. You can still get hot water. If you have gas logs you still have a heat source in the winter too.
These trade offs are far more important to a lot of people.
It heated my whole house and we used a pan to cook over it. When we moved the first thing I did was install gas logs, gas stove and a gas water heater.
It’s nice to have options and backup plans. That’s one of the reasons I was a huge fan of the Chevy Volt when it first came out. I could easily take it on a long trip but still averaged 130mpg over 3 years (twice). Now I’ve got a Tesla and when there are fuel shortages it’s also really nice.
A friend of ours owns a cybertruck and was without power for 9 days, but just powered the whole house with the cybertruck. Every couple of days he’d drive to a supercharger station to recharge.
So nobody will accept it.
Also I will happily use self driving that matches the median driver in safety.
Socially, that's not quite the standard. As a society, we're at ease with auto fatalities because there's often Someone To Blame. "Alcohol was involved in the incident," a report might say, and we're more comfortable even though nobody's been brought back to life. Alternatively, "he was asking for it, walking at night in dark clothing, nobody could have seen him."
This is an emotional standard that speaks to us as human, story-telling creatures that look for order in the universe, but this is not a proper actuarial standard. We might need FSD to be manifestly safer than even the best human drivers before we're comfortable with its universal use.
That makes a lot of sense and not just from a selfish point of view. When a person drives a vehicle, then the person is held responsible for how the vehicle behaves on the roads, so it's logical that when a machine drives a vehicle that the machine's manufacturer/designer is held responsible.
It's a complete con that Tesla is promoting their autonomous driving, but also having their vehicles suddenly switch to non-autonomous driving which they claim moves the responsibility to the human in the driver seat. Presumably, the idea is that the human should have been watching and approving everything that the vehicle has done up to that point.
Until the car is ready to take over as legal driver, it's foolish to set the human driver up for failure in the way that Tesla (and the humans driving Tesla cars) do.
The whole point is that is somewhat of an unreasonable expectation but it’s what Tesla expects you to do today
Didn't Tesla have an issue a couple of years ago where pressing the brake did not disengage any throttle? i.e. if the car has a bug and puts throttle to 100% and you stand on the brake, the car should say "cut throttle to 0", but instead, you just had 100% throttle, 100% brake?
You can't imagine that the stopping distances will be the same.
The liability lies with the driver, and all Tesla needs to prove is that input from the driver will override any decision made by the ADAS.
In this case, the behaviour of the system and the responsibility of the driver is well-established. I'd actually quite like it if Tesla were held responsible for their software, but they somehow continue to skirt the line wherein they require the driver to retain vigilance and any system failures are therefore the (legal) fault of the human not the car despite advertising it as "Full Self Driving".
In most American jurisdictions' liability law, the more usual thing is to expand liability, rather than transferring liability. The idea that exactly one -- or at most one -- person or entity should be liable for any given portion of any given harm is a common popular one in places like HN, but the law is much more accepting of the situation where lots of people may have overlapping liability for the same harm, with none relieving the others.
The liability of a driver for maintenance and operation within the law is not categorically mutually exclusive with the liability of the manufacturer (and, indeed, every party in the chain of commerce) for manufacturing defects.
If a car is driven in a way that violates the rules of the road and causes an accident and a manufacturing defect in a driver assistance system contributed to that, it is quite possible for the driver, manufacturer of the driver assistance system, manufacturer of the vehicle (if different from that of the assistance system) and seller of the vehicle to the driver (if different from the last two), among others, to all be fully liable to those injured for the harms.
Indeed, and that goes for the person or persons who say that the products they sell are safe when used in a certain way.
Never really understood the supposed dilemma. What happens when the brakes fail because of bad quality?
Depends on the root cause of the failure. Manufacturing faults would put the liability on the manufacturer; installation mistakes would put the liability on the mechanic; using them past their useful life would put the liability on the owner for not maintaining them in working order.
https://www.notebookcheck.net/Tesla-vs-Mercedes-self-driving...
While this has a dramatic rhetorical flourish, I don’t think it’s a good proxy. Even if it was safer, it would be an unnecessarily high burden to clear. You’d be effectively writing a free insurance policy which is obviously not free.
Just look at total accidents / deaths per mile driven, it’s the obvious and standard metric for measuring car safety. (You need to be careful to not stop the clock as soon as the system disengages of course. )
When I feel as safe as I do sitting in the back of a Waymo.
I've ridden in an X, S and Y with it on. Talk about vomit inducing when letting it drive during "city" driving. I don't doubt it's OK on highway driving, but Ford Blue Cruise and GM's Super Cruise are better there.
I do wonder if people who have wildly different experiences than I have are living in a part of the country that, for one reason or another, Tesla FSD does not yet do as well in.
But ok, great, so what? If that wasn't the case, FSD would be an unmitigated disaster with a body count in the tens of thousands. So in a comment thread about someone talking about the problems and unsafe behavior they've seen, a "well it works for me" reply is just annoying noise, and doesn't really add anything to the discussion.
Bring on the videos of you in the passenger seat on FSD for any amount of time.
I will refrain from commenting on whether or not that's a fair assumption to make, but I think that's where the frustration comes from.
I think when people make "WFM" posts, it would go a long way to acknowledge that the person who had a problem really did have a problem, even if implicitly.
"That's a bummer; I've driven thousands of miles using FSD, and I've felt safe and have never had to intervene. I wonder what's different about our travel that's given us such different experiences."
That kind of thing would be a lot more palatable, I think, even if you might think it's silly/tiring/whatever to have to do that every time.
Being in the passenger seat is still off limits for obvious reasons.
I want some of these tesla bulls to PROVE that they are actually "not intervening". I think the one's who claim they aren't doing things for hours are liars.
I’m not a Tesla financial speculator.
Consider the effort it would take a normal individual to prove how well their cars FSD works for them. Now consider how somebody with no investment in the technology stands to benefit from that level of effort. That’s ridiculous. If you’re curious about the technology, go spend time with it. That’s a better way to gather data. And then you don’t have to troll forums calling people liars.
I'll say the autopark was kind of neat, but parking has never been something I have struggled with.
I'm curious, what is the alternative that you are considering? I've been delaying an upgrade to electric for some time. And now, a car manufacturer that is contributing to the making of another Jan 6th, 2021 is not an option, in my opinion.
A big example is why do the other carmakers not yet offer camera recording on their cars? They are all using cameras all around, but only Tesla makes it available to you in case you want the footage? Bizarre. And then they want to charge you an extra $500+ for one dash cam on the windshield.
I even had Carplay/Android Auto as a basic requirement, but I was willing to forgo that after trying out the other brands. And not having to spend hours at a dealership doing paperwork was amazing. Literally bought the car on my phone and was out the door within 15 minutes on the day of my appointment.
I have no illusions about Tesla's ability to deliver an unsupervised self-driving car any time soon. However, as far as I understand, their autosteer system, in spite of all its flaws, is still the best out there.
Do you have any reason to believe that there actually is something better?
- Certain exits are not detected as such and the car violently veers right before returning to the lane. I simply can't believe they don't have telemetry to remedy this.
- Sometimes the GPS becomes miscalibrated. This makes the car think I'm taking an exit when I'm not, causing the car to abruptly reduce its speed to the speed of the ramp. It does not readjust.
- It frequently slows for "emergency lights" that don't exist.
- If traffic comes to a complete stop, the car accelerates way too hard and brakes hard when the car in front moves any substantial amount.
At this point, I'd rather have something less good than something which is an active danger. For all intents and purposes, my Tesla doesn't have reliable cruise control, period.
Beyond that, though, I simply don't have trust in Tesla software. I've encountered so many problems at this point that I can't possibly expect them to deliver a product that works reliably at any point in the future. What reason do I have to believe things will magically improve?
I've been on the receiving end of this with the offender being a Tesla so many times that I figured it must be FSD.
I’ve been pretty skeptical of FSD and didn’t use the last version much. Today I used the latest test version, enabled yesterday, and rode around SF, to and from GGP, and it did really well.
Waymo well? Almost. But whereas I haven’t ridden Waymo on the highway yet, FSD got me from Hunters Point to the east bay with no disruptions.
The biggest improvement I noticed was its optimizations on highway progress.. it’ll change lanes, nicely, when the lane you’re in is slower than the surrounding lanes. And when you’re in the fast/passing lane it’ll return to the next closest lane.
Definitely better than the last release.
May I ask how this initial trust was established?
This is a idiosyncrasy of the US (maybe other places too?) and I wonder if it's easier to do self driving at junctions, in countries without this rule.
The first question that comes to their minds is not "how can we prevent this accident?" but it's "how can we further inflate this bubble?"
Less capable driver assistance type systems might help the driver out (e.g. adaptive cruise control), but leave no doubt that the human is still driving. Tesla though goes far enough that it takes over driving from the human but it isn't reliable enough that the human can stop paying attention and be ready to take over at a moment's notice. This seems like the worst of all possible worlds since you are both disengaged by having to maintain alertness.
Autopilots in airplanes are much the same way, pilots can't just turn it on and take a nap. But the difference is that nothing an autopilot is going to do will instantly crash the plane, while Tesla screwing up will require split second reactions from the driver to correct for.
I feel like the real answer to your question is that having reasonable confidence in self-driving cars beyond "driver assistance" type features will ultimately require a car that will literally get from A to B reliably even if you're taking a nap. Anything close to that but not quite there is in my mind almost worse than something more basic.
This is puzzling. It’s as if it was said without apology. How about not endangering others on the road with manual driving before trying out self driving?
Despite it being called "Full Self-Driving."
Tesla should be sued out of existence.
https://electrek.co/2024/10/15/tesla-needs-to-come-clean-abo...
When it was turned on according to the dashboard UI, things were even worse. It'd disengage less than every ten miles. However, there wasn't an alarm when it disengaged, just a tiny gray blinking icon on the dash. A second or so after the blinking, it'd beep once and then pull crap like attempt a sharp left on an exit ramp that curved to the right.
I can't imagine this model kills fewer people per mile than Tesla FSD.
I think there should be a recall, but it should hit pretty much all manufacturers shipping stuff in this space.
If you believe their steering assist kills more people than Tesla FSD then you're welcome, encouraged even, to file a report with the NHTSA here [1].
Oh and it was on by default, meaning I had to disable it every time I turned the car on.
My Hyundai is a 2021 and I have to turn on the steering assist every time which I find annoying. My guess is that you had an earlier model where the steering assist was more liability than asset.
It's understandable that earlier versions of this kind of thing wouldn't function as well, but it is very strange that they would have it on by default.
Not 100% sure which year since it wasn't mine I think around 2018 +-2y. It was good at following bright painted white lines and nothing else. I didn't mind the beeping and the vibration when I stepped on a line but it wanted to actively steer the wheel which was infuriating. I wouldn't mind it if it was just a suggestion.
This is called "false advertising", and even worse - recognizing revenue on a feature you are not delivering (a beta is not a delivered feature) is not GAAP.
I agree; the entire advertising industry is well known to be misleading and/or dishonest; it’s annoying and often hurts consumers.
> Tesla is asking for something like 15 000 dollars for access to this "beta",
The cost of FSD is $8000 for the life of the vehicle, $5000 for 3 years (includes free supercharging and premium connectivity), or as a no-contract, a la carte option for $99/month—which IMO is pretty cheap if you just want to try it out or if you only want/need it during special occasions.
> and you don't get two modal dialogs before you sign up for that.
Depends on how you purchase FSD; if done from the vehicle, you get the dialogs. If done at the time of vehicle purchase you get plenty of disclaimers and documentation about its capabilities—though not as obviously prominent and scary as modal dialogs. I haven’t witnessed a subscription purchase so I’m not sure if the dialogs are present during the subscription process; perhaps that’s where the scam lies but I doubt it.
> This is called "false advertising", and even worse - recognizing revenue on a feature you are not delivering (a beta is not a delivered feature) is not GAAP.
Perhaps in your opinion but, well… that’s not how the world works, nor the law. For decades orgs have been delivering revenue-generating products, marketed and labeled as “beta”; a product being incomplete doesn’t mean it doesn’t have value. Heck, most of the software we use is ever changing and often considered a beta release—but they still (usually) offer value. Remember, FSD is software, not hardware; I suspect folks are uncomfortable with what appears to be the new paradigm of cars that change their capabilities over time even while they demand regular new capabilities in other products like their phone or computer.
For what it’s worth, here’s the FSD disclaimer currently present on the Tesla website:
“Full Self-Driving (Supervised)
Your car will be able to drive itself almost anywhere with minimal driver intervention.
Currently enabled features require active driver supervision and do not make the vehicle autonomous. The activation and use of these features are dependent on development and regulatory approval, which may take longer in some jurisdictions.”
Seems pretty clear to me.
That's just false advertising. You can't get around that.
I can't believe our current laws let Tesla get away like that.
Tesla doesn’t advertise; they rely entirely on word of mouth, storefronts (both online and physical), and publicity/news coverage. But the answer to your question is that, on their website at least, the text disclaimers for the FSD option are the same sizes as the disclaimers for other options like the Tow Package (the disclaimer for which says “Tow up to 3,500 lbs with a class II steel tow bar”) or the wheels (the disclaimer for which shows range estimates depending on the chosen wheel diameter).
> And if it is NOT actually full self driving, why call it full self driving?
To me, this is like asking why ISPs offer “Unlimited Data” plans that have very strict limits on what constitutes “unlimited”.
It’s important to remember that the phrase “Full Self Driving” has no legal or industry-standard definition. For the sake of this discussion, and as far as I’m aware, the FSD product has never been available for purchase or subscription without a parenthetical designation, e.g. “Full Self Driving (Beta)” or “Full Self Driving (Supervised)” which, to me, suggests Tesla is acting in good faith—well, at least as far as good-faith acts exist in our marketing-driven culture. It’s only been within the last year or so that Musk has talked about “Full Self Driving (Unsupervised)” which is, I believe, the designation for what will ultimately become the Level 4/5 autonomy product.
FSD is currently classified as Level 2 autonomy by SAE. While a Level 3 autonomy product is available in the US, it is: - only available in the Mercedes Drive Pilot product, - only available in CA or NV, - limited to 40mph on pre-approved roads, - only available during daylight/good weather conditions.
The difference between the real-world capabilities of Drive Pilot and FSD is quite stark; while FSD is not officially classified as Level 3 autonomy, it’s dramatically closer to what I believe most consumers would consider “autonomous driving” than is the Mercedes product. I only got to try it for a few days so it wasn’t a detailed comparison but my own experience with Mercedes product was disappointing when compared to Tesla’s product. IOW, while perhaps not semantically accurate, the product name “Full Self Driving” is far more accurate than any other available product offering.
> That's just false advertising. You can't get around that.
Product names are very rarely subject to scrutiny for being “false advertising”. Again, the phrase “Full Self Driving” has no legal or official definition. Should it have a legal definition? I don’t know, but I do know that the “Unlimited Data” plans from carriers and ISPs are widely understood not to be “unlimited”; I don’t love those kinds of product naming schemes but I’m not sure how the FSD case is any different from a legal perspective.
> I can't believe our current laws let Tesla get away like that.
Get away with what? IME, Tesla (and pretty much every org on the planet) carefully skirt the boundaries of the law. Sometimes, if they cross a legal boundary, they’ll become subject to investigation and possibly consequences but, in the case of FSD, the court has already dismissed the lawsuit claiming Tesla lied about its capabilities. They “get away like that” by not breaking the law. Until laws change, orgs will continue to be incredibly and often overly optimistic when discussing their products.
It's not going to help the problem of keeping up vigilance when monitoring a level 3 system.
Unlimited Data!! (up to 100GB)
Motorway driving sure, there it's closer to fancy cruise control. But around town, no thank you. I regularly drive through some really crappily designed bits of road, like unlabelled approaches to multi-lane roundabouts where the lane you need to be in for a particular exit sorta just depends on what the people in front and to the side of you happen to have chosen. If it's difficult as a human to work out what the intent is, I don't trust a largely computer vision-based system to work it out.
The roads here are also in a terrible state, and the lines on them even moreso. There's one particular patch of road where the lane keep assist in my car regularly tries to steer me into the central reservation, because repair work has left what looks a bit like lane markings diagonally across the lane.
Most likely, every self-driving car company will send drivers down every road in the country, recording everything they see. Then they'll have human labellers figure out any junctions where the road markings are ambiguous.
They've had sat nav maps covering every road for decades, and the likes of Google Street View, so to have a detailed map of every junction is totally possible.
Honestly it seems like it ought to be federal law by now that municipalities need to notify a designated centralized service of all road/lane/sign/etc. changes in a standardized format, that all digital mapping providers can ingest from.
Is this not a thing? If not, is anyone lobbying for it? Is there opposition?
Road layout can change daily, sometimes multiple times per day. Sometimes in a second, like when a tree falls on a lane and now you have to reroute on the oncoming lane for some distance, etc.
Why not just anyone and make that data openly avaiable?
There will be a large number of non-participating vehicles on the road for at least another 50 years. (The average age of a car in the US is a little over 12 years and rising. I doubt we'll see a comms-based standard emerge and be required equipment on new cars for at least another 20 years.)
I think so too, but I also think, if we would really want to, all it would take is a GPS device with internet connection, like a smart phone, to make a normal car into a realtime connected one.
But I also think we need to work out some social and institutional issues first.
Currently I would not like my position to be avaiable in real time to some obscure agency.
You could certainly never rely on them alone.
If a consensus mechanism similar to those used in blockchain were implemented, vehicles could cross-reference the data they receive with data from multiple other vehicles. If inconsistencies are detected (for example, a car reporting a different speed than what others are observing), that data could be flagged as potentially fraudulent.
Just as blockchain technologies can provide a means of verifying the authenticity of transactions, a network of cars could establish a decentralized validation process for the data they exchange. If one car broadcasts false data, the consensus mechanism among the surrounding vehicles would allow for the identification of this "anomaly", similar to how fraudulent transactions can be identified and rejected in a blockchain system.
What you mentioned with regarding to insurance could be used as a deterrent, too, along with laws making it illegal to spoof relevant data.
In any case, privacy is going to take a toll here, I believe.
Simple, asymmetrically-authenticated signals and felonies for the edge cases solve this problem without any futuristic computer wizardry.
I've been kind of amazed how much younger people take some newer technologies for granted, the ability of humans to adapt to changes is marvelous.
It's clear that having half the casualty rate per distance traveled of the median human driver isn't acceptable. How about a quarter? Or a tenth? Accidents caused by human drivers are one of the largest causes of injury and death, but they're not newsworthy the way an accident involving automated driving is. It's all too easy to see a potential future where many people die needlessly because technology that could save lives is regulated into a greatly reduced role.
You cannot put a waymo in a new city before that. With Tesla, what you get is universal.
(Not sure if this is true for the production system or the one they're still working on.)
It won't operate everywhere, but it will gradually expand to cover large areas and it will keep expanding till it's near ubiquitous.
I'm dubious that the Tesla approach will actually ever work.
Tesla FSD is just everywhere, without any accountability or trained testing on all the roads people use them on. We have no idea how often Tesla FSD users have to take control from FSD due to a safety issue.
Waymo is objectively safer, and their entire approach is objectively safer, and is actually measurable, whereas Tesla FSD's safety cannot actually be accurately measured.
Imagine if self-driving is 10x safer on freeways, but on the other hand is 3x more likely to run over your dog in the driveway.
Or it's 5x safer on city streets overall, but actually 2x worse in rain and ice.
We're fundamentally wired for loss aversion. So I'd say it's less about what the total improvement rate is, and more about whether it has categorizable scenarios where it's still worse than a human.
If it's "fully self driving" Tesla should be liable for when its vehicles kill people. If it's not fully self driving and Tesla keeps using that name in all its marketing, regardless of any fine print, then Tesla should be liable for people acting as though their cars could FULLY self drive and be sued accordingly.
You don't get to lie just because you're allegedly safer than a human.
The price of insurance is baked into the price of a car. If the car is as safe as I am, I pay the same price in the end. If it's safer, I pay less.
From my perspective:
1) I would *much* rather have Honda kill someone than myself. If I killed someone, the psychological impact on myself would be horrible. In the city I live in, I dread ageing; as my reflexes get slower, I'm more and more likely to kill someone.
2) As a pedestrian, most of the risk seems to come from outliers -- people who drive hyper-aggressively. Replacing all cars with a median driver would make me much safer (and traffic, much more predictable).
If we want safer cars, we can simply raise insurance payouts, and vice-versa. The market works everything else out.
But my stress levels go way down, whether in a car, on a bike, or on foot.
Except that we know that it doesn't work like that. Train drivers are ridden with extreme guilt every time "their" train runs over someone, even though they know that logically there was absolutely nothing they could have done to prevent it. Don't see why it would be any different here.
>>If we want safer cars, we can simply raise insurance payouts, and vice-versa
In what way? In the EU the minimum covered amount for any car insurance is 5 million euro, it has had no impact on the safety of cars. And of course the recent increase in payouts(due to the general increase in labour and parts cost) has led to a dramatic increase in insurance premiums which in turn has lead to a drastic increase in the number of people driving without insurance. So now that needs increased policing and enforcement, which we pay for through taxes. So no, market doesn't "work everything out".
It's not binary. Someone dying -- even with no involvement -- can be traumatic. I've been in a position where I could have taken actions to prevent someone from being harmed. Rationally not my fault, but in retrospect, I can describe the exact set of steps needed to prevent it. I feel guilty about it, even though I know rationally it's not my fault (there's no way I could have known ahead of time).
However, it's a manageable guilt. I don't think it would be if I knew rationally that it was my fault.
> So no, market doesn't "work everything out".
Whether or not a market works things out depends on issues like transparency and information. Parties will offload costs wherever possible. In the model you gave, there is no direct cost to a car maker making less safe cars or vice-versa. It assumes the car buyer will even look at insurance premiums, and a whole chain of events beyond that.
That's different if it's the same party making cars, paying money, and doing so at scale.
If Tesla pays for everyone damaged in any accident a Tesla car has, then Tesla has a very, very strong incentive to make safe cars to whatever optimum is set by the damages. Scales are big enough -- millions of cars and billions of dollars -- where Tesla can afford to hire actuaries and a team of analysts to make sure they're at the optimum.
As an individual car buyer, I have no chance of doing that.
Ergo, in one case, the market will work it out. In the other, it won't.
But it's almost certainly going to be more traumatic and more guilt-inducing if you are driving.
If I only had two choices, I would much rather my car kill someone than I kill someone with my car. I'm gonna feel bad about it either way, but one is much worse than the other.
Perhaps one approach would be to declare that automated systems are responsible for determining the position/speed of everything around them using regular sensors, but may elect to take hints from anonymous "notice me" marks or beacons.
What's an acceptable number/financial cost is also just an indirect approximated way of implementing a more direct/scientific regulation. Not everything needs to be reduced to money.
No, that's not how it works. The driver and the driver's insurer are on the hook when something bad happens. The owner is not, except when the owner is also the one driving, or if the owner has been negligent with maintenance, and the crash was caused by mechanical failure related to that negligence.
If someone else is driving my car and I'm a passenger, and they hurt someone with it, the driver is liable, not me. If that "someone else" is a piece of software, and that piece of software has been licensed/certified/whatever to drive a car, why should I be liable for its failures? That piece of software needs to be insured, certainly. It doesn't matter if I'm required to insure it, or if the manufacturer is required to insure it.
Tesla FSD doesn't fit into this scenario because it's not the driver. You are still the driver when you engage FSD, because despite its name, FSD is not capable of filling that role.
This is why you are required to have insurance for the cars you own. You may from time to time be driving cars you do not own, and the owners of those cars are required to have insurance for those cars, not you.
Both names are ridiculous, for different reasons. Nothing called a “beta” should be tested on public roads without a trained employee supervising it (i.e. being paid to pay attention). And of course it was not “full”, it always required supervision.
And “Full Self Driving (supervised)” is an absurd oxymoron. Given the deaths and crashes that we’ve already seen, I’m skeptical of the entire concept of a system that works 98% of the time, but also needs to be closely supervised for the 2% of the time when it tries to kill you or others (with no alerts).
It’s an abdication of duty that NHTSA has let this continue for so long, they’ve picked up the pace recently and I wouldn’t be surprised if they come down hard on Tesla (unless Trump wins, in which case Elon will be put in charge of NHTSA, the SEC, and FAA)
The answer is zero. An airplane autopilot has increased the overall safety of airplanes by several orders of magnitude compared to human pilots, but literally no errors in its operation are tolerated, whether they are deadly or not. The exact same standard has to apply to cars or any automated machine for that matter. If there is any issue discovered in any car with this tech then it should be disabled worldwide until the root cause is found and eliminated.
>> It's all too easy to see a potential future where many people die needlessly because technology that could save lives is regulated into a greatly reduced role.
I really don't like this argument, because we could already prevent literally all automotive deaths tomorrow through existing technology and legislation and yet we are choosing not to do this for economic and social reasons.
I think we should start allowing autonomous driving when the "driver" is at least as safe as the median driver when the software is unsupervised. (Teslas may or may not be that safe when supervised, but they absolutely are not when unsupervised.)
But once we get to that point, we should absolutely ratchet those standards so automobile safety over time becomes just as safe as airline safety. Safer, if possible.
> It's stupid to hold automotive autopilots to the same standard as a plane's autopilot when a third of fatalities in cars are caused by the pilots being drunk.
That's a weird argument, because both pilots and drivers get thrown in jail if they fly/drive drunk. The standard is the same.
If autopilot is 10x safer then preventing its use would lead to more preventable deaths and injuries than allowing it.
I agree that it should be regulated and incidents thoroughly investigated, however letting perfect be the enemy of good leads to stagnation and lack of practical improvement and greater injury to the population as a whole.
And yet whenever there is a problem with any plane autopilot it's preemptively disabled fleet wide and pilots have to fly manually even though we absolutely beyond a shadow of a doubt know that it's less safe.
If an automated system makes a wrong decision and it contributes to harm/death then it cannot be allowed on public roads full stop, no matter how many lives it saves otherwise.
just because we do something dumb in one scenario isn't a very persuasive reason to do the same in another.
> then it cannot be allowed on public roads full stop, no matter how many lives it saves otherwise.
ambulances sometimes get into accidents - we should ban all ambulances, no matter how many lives they save otherwise.
If people like you were in charge of anything, we'd still be hitting rocks for fire in caves.
Do you decide to keep using the machine, or do you order it turned off until that defect can be fixed? Why yes or why not? Why does the same argument apply/not apply in the discussion about self driving cars?
(And in case you haven't heard about it - the Therac radiotherapy machine fault was a real thing, it's being used as a cautionary tell for software development but I sometimes wonder if it should be used in philosophy classes too)
Autopilot didn't prevent slamming into a mountain? Not a problem as long as it wasn't designed to.
Crashed on landing? No problem, the manual says not to operate it below 500 feet.
Runaway pitch trim? The manual says you must constantly be monitoring the autopilot and disengage it when it's not operating as expected and to pull the autopilot and pitch trim circuit breakers. Clearly insufficient operator training is to blame.
But they do not listen to ATC. They do not know where other planes are. They do not keep themselves away from other planes. Or the ground. Or a flock of birds. They do not handle emergencies. They make only the most basic control-loop decisions about the control surface and power (if even autothrottle equipped, otherwise that's still the meatbag's job) changes needed to follow the magenta line drawn by the pilot given a very small set of input data (position, airspeed, current control positions, etc).
The next nearest airplane is typically at least 3 miles laterally and/or 500' vertically away, because the errors allowed with all these components are measured in hundreds of feet.
None of this is even remotely comparable to a car using a dozen cameras (or lidar) to make real-time decisions to drive itself around imperfect public streets full of erratic drivers and other pedestrians a few feet away.
What it is a lot like is what Tesla actually sells (despite the marketing name). Yes it's "flying" the plane, but you're still responsible for making sure it's doing the right thing, the right way, and not and not going to hit anything or kill anybody.
There is one exception - Garmin Safe Return. That's strictly an emergency system. If it activates, the plane is squawking emergency to ATC and and demanding that airspace and a runway be cleared for it.[1] This has been available since 2019 and does not seem to have yet been activated in an emergency.
Airliners don't have this, but they have a 2nd pilot. A real-world activation needs a single-pilot operation where they're incapacitated, in one of the maybe few hundred nice-but-not-too-nice private planes it's equipped in, and a passenger is there to push it.
But this is all still largely using the current magenta line AP system, and that's how it's verifiable and certifiable. There's still no cameras or vision or AI deciding things, there are a few new bits of relatively simple standalone steps combined to get a good result.
- Pick a new magenta line to an airport (like pressing NRST Enter Enter if you have filtering set to only suitable fields)
- Pick a vertical path that intersects with the runway (Load a straight-in visual approach from the database)
- Ensure that line doesn't hit anything in the terrain/obstacle database. (Terrain warning system has all this info, not sure how it changes the plan if there is a conflict. This is probably the hardest part, with an actual decision to make).
- Look up the tower frequency in DB and broadcast messages. As you said it's telling and not asking/listening.
- Other humans know to get out of the way because this IS what's going to happen. This is normal, an emergency aircraft gets whatever it wants.
- Standard AP and autothrottle flies the newly prescribed path.
- The radio altimeter lets it know when to flare.
- Wheel weight sensors let it know to apply the brakes.
- The airport helps people out and tows the plane away, because it doesn't know how to taxi.
There's also "auto glide" on the more accessible G3x suite for planes that aren't necessarily $3m+. That will do most of the same stuff and get you almost, but not all the way, to the ground in front of a runway automatically.
I think it will also activate if the pilot is unconscious, for solo flights. It has something like a driver alertness detection system that will alarm if the pilot does nothing for too long. The pilot can reset the alarm, but if they do nothing, the auto return system takes over and lands the plane someplace.
Yes they do. It's called TCAS.
> Or the ground.
Yes they do. It's called Auto-GCAS.
They are warning systems that humans respond to. For a TCAS RA the first thing you're doing is disengaging the autopilot.
If you tell the autopilot to fly straight into the path of a mountain, it will happily comply and kill you while the ground proximity warnings blare.
Humans make the decisions in planes. Autopilots are a useful but very basic tool, much more akin to cruise control in a 1998 Civic than a self-driving Tesla/Waymo/erc.
Aircraft designer here, this is not true. We typically certify to <1 catastrophic failure per 1e9 flight hours. Not zero.
> ”If there is any issue discovered in any car with this tech then it should be disabled worldwide until the root cause is found and eliminated.”
This would literally cost millions of needless deaths in a situation where AI drivers had 1/10th the accident injury rate of human drivers.
Were the Teslas driving under all weather conditions at any location like humans do or is it just cherry picked from the easy travelling conditions?
It’s a net positive, saving lives right now.
The question is whether you want to outlaw automatic driving just because the system is, say, "only" 50% safer than us.
But the question was when should we allow autonomous driving on our public roads. And I think "when it's at least as safe as the median human driver" is a reasonable threshold.
(The thing about Tesla FSD is that it -- unsupervised -- would probably fall super short of that metric. FSD needs to be supervised to be safer than the median human driver, assuming that's evn currently the case, and not every driver is going to be equally good at supervising it.)
It's completely acceptable. In fact the numbers are lower than they have been since we've started driving.
> Accidents caused by human drivers
Are there any other types of drivers?
> are one of the largest causes of injury and death
More than half the fatalities on the road are actually caused by the use of drugs and alcohol. The statistics are very clear on this. Impaired people cannot drive well. Non impaired people drive orders of magnitude better.
> technology that could save lives
There is absolutely zero evidence this is true. Everyone is basing this off of a total misunderstanding of the source of fatalities and a willful misapprehension of the technology.
That raises the question - how many impaired driver-miles are being baked into the collision statistics for "median human" driver-miles? Shouldn't we demand non-impaired driving as the standard for automation, rather than "averaged with drunk / phone-fiddling /senile" driving? We don't give people N-mile allowances for drunk driving based on the size of the drunk driver population, after all.
Once you dig into the data you see that almost every crash, at this point in history, is really a mini-story detailing the confluence of several factors that turned a basic accident into something fatal.
Also, and I only saw this once, but if you literally have a heart attack behind the wheel, you are technically a roadway fatality. The driver was 99. He just died while sitting in slow moving traffic.
Which brings me to my final point which is the rear seats in automobiles are less safe than the front seats. This is true for almost every vehicle on the road. You see _a lot_ of accidents where two 40 to 50 year old passengers are up front and two 70 to 80 year old passengers are in back. The ones up front survive. One or both passengers in the back typically die.
Waymo says yes, there are.
The biggest gap in these studies: I have yet to see a comparison with human drivers that filters out DUIs, reckless speeding, or mechanical failures. Without doing this it is simply not a fair comparison, because:
1) Self-driving cars won't end drunk driving unless it's made mandatory by outlawing manual driving or ignition is tied to a breathalyzer. Many people will continue to make the dumb decision to drive themselves home because they are drunk and driving is fun. This needs regulation, not technology. And DUIs need to be filtered from the crash statistics when comparing with Waymo.
2) A self-driving car which speeds and runs red lights might well be more dangerous than a similar human, but the data says nothing about this since Waymo is currently on their best behavior. Yet Tesla's own behavior and customers prove that there is demand for reckless self-driving cars, and manufacturers will meet the demand unless the law steps in. Imagine a Waymo competitor that promises Uber-level ETAs for people in a hurry. Technology could in theory solve this but in practice the market could make things worse for several decades until the next research breakthrough. Human accidents coming from distraction are a fair comparison to Waymo, but speeding or aggressiveness should be filtered out. The difficulty of doing so is one of the many reasons I am so skeptical of these stats.
3) Mechanical failures are a hornets' nest of ML edge cases that might work in the lab but fail miserably on the road. Currently it's not a big deal because the cars are shiny and new. Eventually we'll have self-driving clunkers owned by drivers who don't want to pay for the maintenance.
And that's not even mentioning that Waymos are not self-driving, they rely on close remote oversight to guide AI through the many billions of common-sense problems that computets will not able to solve for at least the next decade, probably much longer. True self-driving cars will continue to make inexplicably stupid decisions: these machines are still much dumber than lizards. Stories like "the Tesla slammed into an overturned tractor trailer because the AI wasn't trained on overturned trucks" are a huge problem and society will not let Tesla try to launder it away with statistics.
Self-driving cars might end up saving lives. But would they save more lives than adding mandatory breathalyzers and GPS-based speed limits? And if market competition overtakes business ethics, would they cost more lives than they save? The stats say very little about this.
Even intentional juking aside, you can't really compare the two.
Waymo cars drive completely autonomously, without a supervising driver in the car. If it does something unsafe, there's no one there to correct it, and it may get into a crash, in the same way a human driver doing that same unsafe thing might.
With Tesla FSD, we have no idea how good it really is. We know that a human is supervising it, and despite all the reports we see of people doing super irresponsible things while "driving" a Tesla (like taking a nap), I imagine most Tesla FSD users are actually attentively supervising for the most part. If all FSD users stopped supervising and started taking naps, I suspect the crash rate and fatality rate would start looking like the rate for the worst drivers on the road... or even worse than that.
So it's not that they're juking their stats (although they may be), it's that they don't actually have all the stats that matter. Waymo has and had those stats, because their trained human test drivers were reporting when the car did something unsafe and they had to take over. Tesla FSD users don't report when they have to do that. The data is just not there.
Tesla markets FSD like it’s a silver bullet, and the name is truly misleading. The fine print says you need attention and all that. But again, people read “Full Self Driving” and all the marketing copy and think the system is assuming responsibility for the outcomes. Then a crash happens, Tesla throws the driver under the bus, and everyone gets a bit more skeptical of the system. Plus, doing that to a person rubs people the wrong way, and is in some respects a barrier to sales.
Which leads to the other point: People are tallying up all the accidents and treating the system like a person, and wondering why this dangerous driver is still on the road. Most accidents with dead pedestrian start with someone doing something stupid, which is when they assume all responsibility, legally speaking. Drunk, speeding, etc. Normal drivers in poor conditions slow down and drive carefully. People see this accident, and treat FSD like a serial drunk driver. It’s to the point that I know people that openly say they treat teslas on roads like they’re erratic drivers just for existing.
Until Elon figures out how to fix his perception problem, the calls for investigations and to keep his robotaxis is off the road will only grow.
It's pretty simple: as good as it can be given available technologies and techniques, without sacrificing safety for cost or style.
With AVs, function and safety should obviate concerns of style, cost, and marketing. If that doesn't work with your business model, well tough luck.
Airplanes are far safer than cars yet we subject their manufacturers to rigorous standards, or seemingly did until recently, as the 737 max saga has revealed. Even still the rigor is very high compared to road vehicles.
And AVs do have to be way better than people at driving because they are machines that have no sense of human judgement, though they operate in a human physical context.
Machines run by corporations are less accountable than human drivers, not at the least because of the wealth and legal armies of those corporations who may have interests other than making the safest possible AV.
Indeed, like this: the more cars sold that claim fully autonomous capability, and the more affordable they get, the higher the standards should be compared to their AV predecessors, even if they have long eclipsed human driver's safety record.
If this is unpalatable, then let's assign 100% liability with steep monetary penalties to the AV manufacturer for any crash that happens under autonomous driving mode.
Even if we optimistically assume no "gotchas" in the statistics [0], distilling performance down to a casualty/injury/accident-rate can still be dangerously reductive, when the have a different distribution of failure-modes which do/don't mesh with our other systems and defenses.
A quick thought experiment to prove the point: Imagine a system which compared to human drivers had only half the rate of accidents... But many of those are because it unpredictably decides to jump the sidewalk curb and kill a targeted pedestrian.
The raw numbers are encouraging, but it represents a risk profile that clashes horribly with our other systems of road design, car design, and what incidents humans are expecting and capable of preventing or recovering-from.
[0] Ex: Automation is only being used on certain subsets of all travel which are the "easier" miles or circumstances than the whole gamut a human would handle.
How often does that happen? We have no idea. Tesla can certainly tell when a driver intervenes, but they can't count every occurrence as safety-related, because a driver might take control for all sorts of reasons.
This is why we can make stronger statements about the safety of Waymo. Their software was only tested by people trained and paid to test it, who were also recording every time they had to intervene because of safety, even if there was no crash. That's a metric they could track and improve.
Probably closer to the latter. The "skin in the game" (physically) argument makes me more willing to accept drunk drivers than greedy manufacturers when it comes to making mistakes or being negligent.
Are you sure? Right now FSD is active with no one actually knowing its casualty rate, and the for the most part the only people upset about it are terminally online people on twitter or luddites on HN.
In some parts of the world. Perhaps some countries should look deeper into why and why self-driving cars might not be the No. 1 answer to reduce traffic accidents.
But it's not. It requires constant supervision, and drivers sometimes have to take control (without the system disengaging on its own) in order to correct it from doing something unsafe.
If we had stats for what the casualty rate would be if every driver using it never took control back unless the car signaled it was going to disengage, I suspect that casualty rate would be much worse than the median human driver. But we don't have those stats, so we shouldn't trust it until we do.
This is why Waymo is safe and tolerated and Tesla FSD is not. Waymo test drivers record every time they have to take over control of the car for safety reasons. That was a metric they had to track and improve, or it would have been impossible to offer people rides without someone in the driver's seat.
Eventually, manual driving should come with a lot more scrutiny. Because once it becomes a choice rather than an economic necessity, other people on the road will want to be sure that you are not needlessly endangering them. So, stricter requirements for getting a drivers license with more training and fitness/health requirements. This too will be driven by insurers. They'll want to make sure you are fit to drive.
And of course when manual driving people get into trouble, taking away their driving license is always a possibility. The main argument against doing that right now is that a lot of people depend economically on being able to drive. But if that argument goes away, there's no reason to not be a lot stricter for e.g. driving under influence, or routinely breaking laws for speeding and other traffic violations. Think higher fines and driving license suspensions.
Am I missing something or is this the gross miscarriage of justice that it sounds like? The driver could afford a $40k vehicle but not $20 polarized shades from Amazon? Negligence is negligence.
There was this elderly driver who mowed down a family in a bike lane waiting to cross the road in Berlin, driving over the barriers between the bike lane and the car lane because the cars in the car lane were too slow. Released without conviction - it was an unforeseeable accident.
For everything else, you have brakes.
Gross.
The article mentions that Tesla's only use cameras in their system and Musk believes they are enough, because humans only use their eyes. Well firstly, don't you want self-driving systems to be better than humans? Secondly, humans don't just respond to visual cues as a computer would. We also hear and respond to feelings, like the sudden surge of anxiety or fear as our visibility is suddenly reduced at high speed.
Useful information for driving are communicated through images in form of road signs, traffic signals etc.
I’ve always wanted a car that shows my speed and the relative speed (+/-) of the car in front of me. My car’s cruise control can maintain a set distance so obviously it’s capable of it but it doesn’t show it.
I said the relative speed. If the car is going the same speed as me then the relative speed is 0mph. I want to see that when I’m not using cruise control.
The models that drive these cars clearly either have some more evolution to do or for us to design the world more to their liking.
> They probably did some cost analysis and realised it's not worth spending engineering effort on other modes when human drivers are able to drive around pretty much using only vision.
Humans and cars aren't equal so this is just incredibly misguided as a principle.
It wouldn't shock me if they don't have nearly enough training samples of people slowing appropriately for visibility with eyes, much less slowing for the somewhat different limitations of cameras.
If you end up in court, just ask for a jury and you'll be okay. I'm pretty sure this guy didnt even go to court, sounds like it got prosecutor's discretion.
It's just a variation of letting off the defendant that looks like your kid, or brutalizing someone whose victim looks like your kid, it's no ideal of justice.
When you're driving directly in the direction of a setting sun, polarized sunglasses won't help you at all. That's what sun visors are for, but they won't always work if you're short, and can block too much of the environment if you're too tall.
The only truly safe answer is really to pull to the side of the road and wait for the sun to set. But in my life I've never seen anybody do that ever, and it would absolutely wreck traffic with little jams all over the city that would cascade.
First of all, polarization is irrelevant when looking at the sun. It only affects light that is reflected off things like other cars' windows, or water on the street. In fact, it's often recommended not to use polarized sunglasses while driving because you can miss wet or icy patches on the road.
Secondly, standard sunglasses don't let you look directly at the sun, even a setting one. The sun is still dangerously bright.
Also, I'm assuming you get rain in SoCal at least sometimes, that then mostly dries up but not completely? Or leaking fire hydrants and so forth? It's the unexpected wet patches.
Yes, sunglasses are necessary because the white cement is blinding. That situation is literally what sunglasses are for.
But polarized sunglasses are no better than regular sunglasses in this regard. Polarization does nothing extra for rough surfaces like cement.
And you're talking entirely about reflected sunlight, which is what sunglasses are designed for.
But the topic was direct sunlight straight into your eyeball while driving, and sunglasses provide no help or safety here. Polarized or not.
You should explore your bias and where it’s coming from.
The current Tesla FSD fails so often that a human HAS to be in the driver seat ready to take over at any moment.
You really don't understand the enormous difference between the current crappy level 2 Tesla FSD and Waymo's level 4 system?
I never really got why people bring Waymo up every time Tesla’s FSD is mentioned. Waymo isn’t competing with Tesla’s vision.
* Tesla FSD works surprisingly well and improving capabilities to hands free actual autonomy isn't as far fetched as one might think.
* Waymo beat them to robotaxi deployment and scaling up to multiple cities may not be as hard as people say.
It seems that self driving car fans are way too tribal and seem to be convinced that the "other side" sucks and is guaranteed to fail. In reality, it is very unclear as both strategies have their merits and only time will tell in the long run.
Except FSD doesn't work surprisingly well and there is no way it will get as good as Waymo using vision-only.
"It seems that self driving car fans are way too tribal and seem to be convinced that the "other side" sucks and is guaranteed to fail."
I'm not being tribal, I'm being realistic based on the very public performance of both systems.
If Musk was serious about his Robotaxi claims then Tesla would be operating very differently. Instead it is pretty obvious it all a con to inflate Tesla shares beyond all reason.
But this is all irrelevant to my point. You said a Tesla is not capable of driving itself for a mile. I have personally seen one do it. Whether a person is sitting in the driver's seat, or the regulators will allow it, has nothing to do with the fact that the vehicle does, in fact, have that capability.
as
A ladder is to getting to orbit.
I can seem LLMs serving as a kind of memory for an AGI but something fundamentally different will be needed for true reasoning and continues self-improvement.
https://apnews.com/article/car-crash-tesla-france-fire-be8ec...
In a panic people go on muscle memory, which is push the useless button. They don't remember to pull the unmarked unobtrusive handle that they may not even know exists.
If it was up to me, sure have your electronic release, but make the manual release a big handle that looks like the ejection handle on a jet (yellow with black stripes, can't miss it).
* Or even better, have the standard door handle mechanically connected to the latch through a spring loaded solenoid that disengages the mechanism. Thus when used under normal conditions it does the thing electronically but the moment power fails the door handle connects to the manual release.
https://www.businessinsider.com/how-to-manually-open-tesla-d...
> Exton said he followed the instructions for the manual release to open the door, but that this "somehow broke the driver's window."
Tesla should build their doors like this. Oh, wait, the car I’m talking about is an older Tesla. Maybe Tesla should remember how to build doors like this.
The driver I had just overtaken, although he wasn't very close anymore slowed right down to get away from me and I didn't blame him.
That manoeuvre in another car likely would have put it on two wheels.
They say FSD crashes less often than a human per mile driven, but I can only use FSD on roads like motorways, so I don't think it's a fair comparison.
I don't trust FSD, I still use it occasionally but never in less than ideal conditions. Typically when doing something like changing the music on a motorway.
It probably is safer than just me driving alone, when it's in good conditions on a straight road with light traffic with an alert driver.
Fundamentally driving consists of a set of fairly clear cut rules with a ridiculous amount of "it depends" cases.
current fsd uses a multiexposure camera feed so its not really much susceptible to sun glare.
American FSD is a completely different beast, usable on every road and street, so your anecdote is actually not relevant to the thread
I find it very confusing with the multiple versions of FSD, Auto-pilot, enhanced Auto-Pilot, supervised etc, but yeah I'm in Europe.
I got the car new from Tesla last year.
I understood there are vastly more features in the American locale but I assumed the 'keep lane' ability to be on-par and given the hardware is the same, sun-glare performance.
"Two vehicles collided on the freeway, blocking the left lane. A Toyota 4Runner stopped, and two people got out to help with traffic control. A red Tesla Model Y then hit the 4Runner and one of the people who exited from it. "
edit: Parent article was changed... I was referring to the title of the NPR article.
Which seems like a reasonable description of the type of failure involved in the final few seconds before impact.
Calling them motorists would definitely be misleading by comparison. Using the simple “fatal crash” of the linked title implies the other people might in be responsible which is misleading.
Using accident but saying Tesla was at fault could open them up to liability and therefore isn’t an option.
"Pedestrian killed on freeway" instead of "pedestrian killed" doesn't take 100 words and doesn't give the impression Tesla's are mowing people down on crosswalks (although that's a feature to get clicks, not a bug).
It’s not an issue for Tesla, but it does imply bad things about the victims.
Stranded motorists who exit their vehicle, construction workers, first responders, tow truck drivers, etc are the most common victims but that’s not the association I had.
There are many reasons why a pedestrian might be on the freeway. It’s not common but I see it at least once a month and I drive extra carefully when I do, moving over if I can and slowing down.
Yeah, the person who got hit was technically a pedestrian but just using that word with no other context doesn't covey that it was a pedestrian on a limited access highway vs somewhere pedestrians are allowed and expected. Without additional explanation people assume normalcy and think that the pedestrian was crossing a city street or something pedestrians do all the time and are expected to do all the time when that is very much not what happened here.
Remember all of the bad press Uber got when a pedestrian was struck and killed walking their bike across the middle of a street at night? People are going to be on limited access freeways and these systems need to be able to deal with it. https://www.bbc.com/news/technology-54175359
Tesla had a long standing issue detecting partial lane obstructions. I wonder if the logic around that has anything to do with this.
https://usa.streetsblog.org/2022/06/09/why-20-of-pedestrians...
Leaving out context that would otherwise change the interpretation of most or targeted people is the main way to misled those people without technically lying.
[1]https://static.nhtsa.gov/odi/inv/2024/INOA-PE24031-23232.pdf
For understanding the accident it does seem meaningful that they were motorists that got out of their car on a highway and not pedestrians at a street crossing. (Still inexcusable of course, but changes the context)
(I also do tend to avoid this level of pedantry, the points here are all well taken to be clear. I do think the original poster was fine in their comment, I was just sayin' - but this isn't a cross I would die on :))
What's misleading? The full quote:
"A red Tesla Model Y then hit the 4Runner and one of the people who exited from it. A 71-year-old woman from Mesa, Arizona, was pronounced dead at the scene."
If you exit a vehicle, and are on foot, you are a pedestrian.
I wouldn't expect FSD's object recognition system to treat a human who has just exited a car differently than a human walking across a crosswalk. A human on foot is a human on foot.
However, from the sound of it, the object recognition system didn't even see the 4Runner, much less a person, so perhaps there's a more fundamental problem with it?
Perhaps this is something that lidar or radar, if the car had them, would have helped the OR system to see.
I don't know for sure, but I would think that the car could detect a collision. I also don't know for sure, but I would think that FSD would stop once a collision has been detected.
Of course, that depends on the speed it was traveling at to begin with.
Fun fact, at least until very recently, if not even to this moment, AEB (emergency braking) is not a part of FSD.
Wouldn’t this be protocoled by the event data recorder?
If that were the case here, there wouldn't be a government probe, right? It would be a normal "multi car pileup with a fatality" and added to statistics.
With the strong incentive on the part of both the driver and Tesla to lie about this, there should strong regulations around event data recorders [1] for self driving systems, and huge penalties for violating those. A search across that site doesn't return a hit for the word "retention" but it's gotta be expressed in some way there.
1. https://www.ecfr.gov/current/title-49/subtitle-B/chapter-V/p...
The Model 3 had every opportunity in the world to brake and it didn’t, we were probably only going 25mph. I know this is about FSD here, but that moment 100% made me realize Tesla has awful obstacle avoidance.
I just happen to be looking forward and it was a very plain and clear T-Bone avoidance, and at no point did the car handle or trigger anything.
Thankfully everyone was ok, but the front lip got pretty beat up from driving up the curb. Of course the driver at fault that caused the whole incident drove off.
Obstacle avoidance and automatic braking can easily be switched on or off by the driver.
Also, I’d be shocked if they turned off either of those emergency features (and why would you, especially an uber driver).
Those settings are also reset every trip, it’s not realistic to assume that this guy configured his car to act less safe.
And how is this regulated? Say the software gets to a point that we deem it safe for full self driving, then it gets approved on the road, and then Tesla adds a new fancy feature to their software and rolls out an update. How are we to be confident that it's safe?
OTA updates and auto updates in general is just a thing that should not be in vehicles. The ecu:s should have to be air gaped to the internet to be considered road worthy.
I hope you realize that these companies dont just push updates to your car like vscode does.
Every change has to be unit tested, integration tested, tested in simulation, driven on a multiple cars on an internal fleet (in multiple countries) for multiple days/weeks, then is sent out in waves, then finally, once a bunch of metrics/feedback comes back, they start sending it out wider.
Admittedly you pretty much have to just trust that the above catches most egregious issues, but there will always be unknown unknowns that will be hard to account for, even with all that. Either that or legitimately willful negligence, in which case, yes they should be held accountable.
These aren't scrappy startups pushing fast and breaking things, there is an actual process to this.
Governments should carry out comprehensive tests on a self-driving car's claimed capabilities. This is the same as cars without proven passenger safety (Euro NCAP) aren't allowed to be on roads carrying passengers.
China and Russia do it too. It's not an excuse, but definitely not just the US.
Asbestos products are a good example of this. A more recent one is Teflon made with PFOAs or engineered stone like Caesarstone.
Any Legislative body can do so. There's no reason to limit this strictly to the federal government. States and municipalities should have a say in this as well. The _citizens_ are the only entity that _decide_ if beta technology can be used or not.
> comprehensive tests on a self-driving car's claimed capabilities.
This presupposes the government is naturally capable of performing an adequate job at this task or that the automakers won't sue the government to interfere with the testing regime and efficacy of it's standards.
> aren't allowed to be on roads carrying passengers.
According to Wikipedia Euro NCAP is a _voluntary_ organization and describes the situation thusly "legislation sets a minimum compulsory standard whilst Euro NCAP is concerned with best possible current practice." Which effectively highlights the above problems perfectly.
for example, I recently hit a deer. The dashcam shows that I had less than 100 feet from when the deer became visible due to terrain to impact while driving at 60 mph. Keeping in mind that stopping a car in 100 feet at 60 mph is impossible. Most vehicles need more than triple that without accounting for human reaction time.
Here is the public database of all ADAS crashes: https://static.nhtsa.gov/odi/ffdd/sgo-2021-01/SGO-2021-01_In...
Drive according to the conditions, folks.
Montana is not "West coast".
Indiana drivers for example really do send it (in my experience). Which is not east coast of course.
There is a good bit of nuance... I would perhaps say more simply east of Mississippi vs west, but Texas varies by region and so-Cal drivers vary a lot as well, particularly compared to nor-Cal and central+eastern california. (I don't have an impression for nevada and new mexico drivers - I dont have any experience on country roads in those states)
I suppose we're meant to interpret charitably here, but it really seems to me like there is a big difference between the scenario described and the one you're talking about, where the deer really does fling itself out in front of you.
incidentally, i’ve also had the tesla dodge a deer successfully!
autopilot has improved in BIG ways over the past 2 years. went 700 miles in one day on autopilot thru the mountains. no issues at all.
that said expecting perfection from a machine or a human is a fools errand.
I live in a country with deer but the number of incidences of them interacting with road users is so low that it does not factor in to my risk tolerance.
As I understand it, the contentious issue is the fact that unlike most others, their attempt works mostly from visual feedback.
In low visibility situations, their FSD has limited feedback and is essentially driving blind.
It appears that Musk may be seeking a political solution to this technical problem.
FSD works. It drives itself fine 99.99% of the time. It is better than most human drivers. I don’t know how you keep claiming it doesn’t or doesn’t exist.
Tesla says on its website its "Full Self-Driving" software in on-road vehicles requires active driver supervision and does not make vehicles autonomous.
https://www.reuters.com/business/autos-transportation/nhtsa-...
And then the gp went into details in which specific situations fsd is especially problematic.
In 2016 a video purporting to show full self-driving with the driver there purely "for legal reasons" was staged and faked: https://www.reuters.com/technology/tesla-video-promoting-sel...
In 2016 Tesla said that "as of today, all Tesla vehicles produced in our factory – including Model 3 – will have the hardware needed for full self-driving capability at a safety level substantially greater than that of a human driver." That was a lie: https://electrek.co/2024/08/24/tesla-deletes-its-blog-post-s...
Musk claimed there would be 1 million Tesla robotaxis on the road in 2020. That was a lie: https://www.thedrive.com/news/38129/elon-musk-promised-1-mil...
Tesla claimed Hardware 3 would be capable of full self-driving. When asked about Hardware 3 at Tesla's recent robotaxi event, Musk didn't want to "get nuanced". That's starting to look like fraud: https://electrek.co/2024/10/15/tesla-needs-to-come-clean-abo...
Had Tesla simply called it "driver assistance" that wouldn't be a lie. But they didn't do that. They doubled, tripled, quadrupled down on the claim that it is "full self-driving" making the car "an appreciating asset" that it would be "financially insane" not to buy:
https://www.cnbc.com/2019/04/23/elon-musk-any-other-car-than...
https://edition.cnn.com/2024/03/03/cars/musk-tesla-cars-valu...
It's not even bullshit artistry. It's just bullshit.
Lying is part of the company culture at Tesla. Musk keeps lying because the lies keep working.
The car drives itself. This is literally undeniable. You can test it today for free. Yeah it doesn’t have the last 0.01% done yet and yeah that’s probably a lot of work. But commenting like the GP is exhausting and just not reflective of reality
Kinda like repeated claims of "Full Self Driving" for over a decade.
You understand that the false claims, the inaccuracies, and the lies come from Elon, right? They're associated with him because he is the source of them.
They're only tired because he's been telling the same lie year after year.
That's how it feels in FSD land right now. Everyone's saying FSD doesn't work and it'll never be here, but I'm literally using it every day lol.
"works for me" is a very strange response for someone on Hacker News if you have any coding background - you should realize you are a beta tester unwittingly if not a full blown alpha tester in some cases
All it will take is a non-standard event happening on your daily drive. Most certainly not wishing it on you, quite the opposite, trying to get you to accept that a perfect drive 99 times out of 100 is not enough.
The US average is 1.33 deaths/100 million miles. Tesla on FSD is easily 10x safer.
Every day it gets safer.
Given that the performance has improved dramatically over the last 6 months, it is very reasonable to assume that the miles driven to fatality ratio also improving.
Using the value of 1.33 deaths per 100 million miles driven vs 2 deaths in 2 billion miles driven, FSD has saved approximately 24 lives so far.
People seem to be comparing Tesla FSD to perfection, when the more fair and relevant comparison is to real-world American drivers. Who are, on average, pretty bad.
Sure, I wouldn't trust data coming from Tesla. But we have government data.
I'll say it again: "compared to what?"
However the minimum bar for me to activate it is "compared to me". I've never come close to driving under a truck or into a divider. I slow down driving into the sunset and use a baseball hat if necessary to make sure I can see.
I see where you're coming from. That's totally fair.
As a highly-informed (about health) consumer, I feel the same way about most nutrition advice.
But the parameters for government policy decision-making are different. AND I get your point about cherry-picked data. I'd like to have better data.
Not legally and not according to Tesla either --- because Tesla's FSD is not "Fully Self Driving" --- unlike Waymo.
Both cars are running 12.5 -- and I agree that it's dramatically improved over 12.3.
I really enjoy driving. I've got a #vanlife Sprinter that I'll do 14 hour roadtrips in with my kids. For me, the Tesla's self-driving capability is a "nice to have" -- it sometimes drives like a 16 year old who just got their license (especially around braking. Somehow it's really hard to nail the "soft brake at a stop sign" which seems like it should be be easy. I find that passengers in the car are most uncomfortable when the car brakes like this -- and I'm the most embarrassed because they all look at me like I completely forgot how to do a smooth stop at a stop sign).
Other times, the Tesla's self-driving is magical and nearly flawless -- especially on long highway road trips, like up to Tahoe. Even someone like me who loves doing road trips really appreciates the ability to relax and not have to be driving.
But here's one observation I've had that I don't see quite sufficiently represented in the comments:
The other person in my family with the 2021 Model Y does not like to drive like I do, and they really appreciate that the Tesla is a better driver than they feel themselves to be. And as a passenger in their car, I also really appreciate that when the Tesla is driving, I generally feel much more comfortable in the car. Not always, but often.
There's so much variance in us as humans around driving skills and enjoyment. It's easy to lump us together and say "the car isn't as good as the human." And I know there's conflicting data from Tesla and NHTSA about whether in aggregate, Teslas are safer than human drivers or not.
But what I definitely know from my experience is that the Tesla is already a better driver than many humans are -- especially those that don't enjoy driving. And as @modeless points out, the rate of improvement is now vastly accelerating.
> Even someone like me who loves doing road trips really appreciates the ability to relax and not have to be driving.
Pardon the nitpick (and please excuse me if I'm interpreting your comment wrong here) but if someone is using whatever maximum capability self driving functionality is available, they are in fact still driving and should not be 'relaxed' as if they're a passenger.
I would posit that your observation about your relative and the variance in driving skills is not commonly discussed because there's no self driving cars that can actually replace a driver yet, and an unsafe driver relying on 'self driving' software is still an unsafe driver who should not drive.
I realise that there's many understandable reasons people can't just give up their cars and carry on like normal. Helping people to stay mobile, connected, and independent is important, but an unsafe driver is, well, unsafe. It kinda terrifies me that people might be encouraging the elderly people (for example) in their lives to get teslas to keep them driving when they aren't capable of driving safely any more because it's still unsafe.
Look, I don't know who needs to hear this, but just stop supporting this asshole's companies. You don't need internet when you're camping, you don't need a robot to do your laundry, you don't need twitter, you can find more profitable and reliable places to invest.
GM ignition switch deaths 124
https://money.cnn.com/2015/12/10/news/companies/gm-recall-ig...
>A 50k model 3 makes almost all offerings up to 80k (including electrics) from legacy automakers look like garbage.
This is a nonsense rant in my opinion.
I’d expect something big and red with a warning triangle or something, but it’s a tiny white message in the center of the screen.
That's much better. When AP functionality was introduced, the alarm was fifteen MINUTES.
Some cars that have cruise control but an analog gauge cluster that can’t display WARNING ERRORs even hide stuff like “you still have to drive the car” in a manual you have to read yet nobody cares about that.
Honestly driving a car should require some sort of license for a bare minimum of competence.
https://www.tesla.com/VehicleSafetyReport
This report does not include fatalities, which seems to be the key point in question. Unless the above report has some bias or is false, Teslas in autopilot appear 10 times safer than the US average.
Is there public data on deaths reported by Tesla?
And otherwise, if the stats say it is safer, why is there any debate at all?
- It is safe to assume that the vast majority of autopilot miles are on highways (although Tesla don't release this information).
- By far the safest roads per mile driven are highways.
- Autopilot will engage least during the most dangerous conditions (heavy rain, snow, fog, nighttime).
Welcome to Tesla.
The report measures accidents in FSD mode. Qualifiers to FSD mode: the conditions, weather, road, location, traffic all have to meet a certain quality threshold before the system will be enabled (or not disable itself). Compare Sunnyvale on a clear spring day to Pittsburgh December nights.
There's no qualifier to the "comparison": all drivers, all conditions, all weather, all roads, all location, all traffic.
It's not remotely comparable, and Tesla's data people are not that stupid, so it's willfully misleading.
> This report does not include fatalities
It also doesn't consider any incident where there was not airbag deployment to be an accident. Sounds potentially reasonable until you consider:
- first gen airbag systems were primitive: collision exceeds threshold, deploy. Currently, vehicle safety systems consider duration of impact, speeds, G-forces, amount of intrusion, angle of collision, and a multitude of other factors before deciding what, if any, systems to fire (seatbelt tensioners, airbags, etc.) So hit something at 30mph with the right variables? Tesla: "this is not an accident".
- Tesla also does not consider "incident was so catastrophic that airbags COULD NOT deploy*" to be an accident, because "airbags didn't deploy". This umbrella could also include egregious, "systems failed to deploy for any reason up to and including poor assembly line quality control", as also not an accident and also "not counted".
> Is there public data on deaths reported by Tesla?
They do not.
They also refuse to give the public much of any data beyond these carefully curated numbers. Hell, NHTSA/NTSB also mostly have to drag heavily redacted data kicking and screaming out of Tesla's hands.
IMO, the challenge for NHTSA is that they can get tremendous detail from Tesla but not from other makes. This will make it very difficult for them to get a solid baseline for collisions due to glare in non-FSD equipped vehicles.
Elon's Unsupervised FSD dreams are a good bit off. I do hope they happen though.
How does it do X, Y, ooh Z works, etc...
> Elon's Unsupervised FSD dreams are a good bit off. I do hope they happen though.
It is very generous that you would selflessly sacrifice your own life so that others might one day enjoy Elon’s dream of robot taxis without steering wheels
Is that your fault or the car's?
I would bet that since it's your car, and you're using a knowingly unproven technology, it would be your fault?
Why on earth would you continue to use it? If it does succeed someday that's on you
They’d be dead, doubt it’s a concern at that point.
Also, if the car does something crazy, how much time do you have to react? I can imagine in some situations you might have too little time to prevent the accident the car is creating.
It's actually really easy and kind of relaxing. For long drives, it dramatically reduces cognitive load leading to less fatigue and more alertness on the road.
My hand is always on the wheel so I can react as soon as I feel the car doing something weird.
Making these arguments from the standpoint of an engineer is counterproductive.
s/ Thankfully the US presidential choices are at least rational, of sound mind, and well rounded people. Certainly no spoiled man children among them. /s
Long story short, my argument is this: it doesn’t matter if you reduce serious crashes from 100PPM to 50PPM if 25PPM of those are new crash sources, speaking from a psychological and sociological perspective. Everyone should know that driving drunk, driving distracted, driving in bad weather, and in rural areas at dawn or dusk is dangerous, and takes appropriate precautions. But what do you do if your car might crash because someone ahead flashed their high beams, or because the sun was reflecting off another car in an unusual way? Could you really load up your kids and take your hands off the wheel knowing that at any moment you might hit an unexpected edge condition?
Self driving cars are (presumably!) hard enough to trust already, since you’re giving away so much control. There’s a reason planes have to be way more than “better, statistically speaking” — we expect them to be nearly flawless, safety-wise.
These are -- like drunk driving, driving distract, and driving in bad weather -- things that actually do cause accidents with human drivers.
Tesla could also change its software without telling the driver at any point.
All they compare is "On the subsets of driving on only the roads where FSD is available, active, and has not or did not turn itself off because of weather, road, traffic or any other conditions" versus "all drivers, all vehicles, all roads, all weather, all traffic, all conditions".
There's a reason Tesla doesn't release the raw data.
This is because "inattentive driving" is _rarely_ the cause of fatalities on the road. The winner there is, and probably always will be, Alcohol.
I'd imagine mobile device use will overtake alcohol soon enough
Alcohol is at 13384 in 2021 [2].
Although you're right that alcohol does claim more lives, distracted driving is still highly dangerous and isn't all that rare.
[1] https://www.nhtsa.gov/risky-driving/distracted-driving
[2] https://www.nhtsa.gov/book/countermeasures-that-work/alcohol...
Anyways.. NHTSA publishes the FARS. This is the definitive source if you want to understand the demographics of fatalities in the USA.
https://www.nhtsa.gov/research-data/fatality-analysis-report...
Per Reuters [1] "The probe covers 2016-2024 Model S and X vehicles with the optional system as well as 2017-2024 Model 3, 2020-2024 Model Y, and 2023-2024 Cybertruck vehicles. The preliminary evaluation is the first step before the agency could seek to demand a recall of the vehicles if it believes they pose an unreasonable risk to safety."
Roughly 2.4 million Teslas in question, with "Full Self Driving" software after 4 reported collisions and one fatality.
NHTSA is reviewing the ability of FSD’s engineering controls to "detect and respond appropriately to reduced roadway visibility conditions."
Tesla has, of course, rather two-facedly called its FSD as SAE Level-2 for regulatory purposes, while selling its "full self driving" but also requiring supervision. ¯\_(ツ)_/¯ ¯\_(ツ)_/¯
No other company has been so irresponsible to its users, and without a care for any negative externalities imposed on non-consenting road users.
I treat every Tesla driver as a drunk driver, steering away whenever I see them on highways.
[FWIW, yes, I work in automated driving and know a thing or two about automotive safety.]
[1] https://archive.is/20241018151106/https://www.reuters.com/bu...
45000 people die yearly just in the US in auto accidents. Those numbers and timeline you quoted seem insignificant at first glance magnified by people with an axe to grind like that guy running anti Tesla superbowl ads, who makes self driving software like you.
Would you rather drive near a drunk driver using Tesla's FSD, or one without FSD?
OK, the lane-keeping isn’t quite there, but I feel like that’s solvable.
Otherwise as thought experiment, imagine just a tiny 1 Inch tall person glued to the grocery trolley and another sitting on each shelf - just these two alone are all you need for "automated checkout".
I don’t think this would actually work, as silly a thought experiment as it is.
The problem isn’t the vision, it’s state management and cost. It was very easy (but expensive) to see and classify via CV if a person picked something up, it just requires hundreds of concurrent high resolution streams and a way to stitch the global state from all the videos.
A little 1 inch person on each shelf needs a good way to communicate to every other tiny person what they say, and come to consensus. If 5 people/cameras detect person A picking something up, you need to differentiate between every permutation within 5 discrete actions and 1 seen 5 times.
In case you didn’t know, Amazon actually hired hundreds of people in India to review the footage and correct mistakes (for training the models). They literally had a human on each shelf. And they still had issues with the state management. With people.
Distributed communication and state management on the other hand is a solved problem already mostly with known parameters. How else do you think thousand and thousands of Kubernetes work in the wild.
This is important. The autonomous driving problem and the grocery store problem are both about trade-offs, one isn't clearly better than the other.
Sure way less traffic deaths but the spike in depression especially among males would be something very big. Life events are much outside of our control, having a 5000lbs thing that can get to 150mph if needed and responds exactly to the accelerator, brake and steering wheel input...well that makes people feel in control and very powerful while behind the aforementioned steering wheel.
Also productivity...I don't know...people think a whole lot and do a whole lot of self reflection while they are driving and when they arrive at destination they just implement the thoughts they had while driving. The ability to talk on the phone has been there for quite some time now too, so thinking and communicating can be done while driving already, what would FSD add?
Also even people in small cars they think a lot while driving already, and they also communicate, how much more productive they could be with FSD?
Building a self flying plane is comically easy by comparison. Building Starship is easier by comparison.
There are tons of companies and governments working on energy solutions, there is ample time for Tesla to work on self driving.
Also, do we really have an energy crisis? Are you experiencing rolling blackouts?
Never rode in one once for a reason.
I honestly think that's the _easier_ problem to solve by at least two orders of magnitude.
Solving the problem might not be as easy as you suggest as long as their are powerful unions involved
I believe that if trucking were properly unionized the port unions would be crushed. They're not that powerful they've just outlived this particular modernization the longest out of their former contemporaries.
And what exactly will the truckers be trucking if the ports are crushed?
* Outrider: https://www.outrider.ai/
* Cyngn: https://www.cyngn.com/
* Fernride: https://www.fernride.com/
Any ideas what other ones are out there?
> The probe covers 2016-2024 Model S and X vehicles with the optional system as well as 2017-2024 Model 3, 2020-2024 Model Y, and 2023-2024 Cybertruck vehicles.
This is good, but also for context 45 thousand people are killed in auto accidents in just the US every year, making 4 report crashes and 1 reported fatality for 2.4 million vehicles over 8 years look miniscule by comparison, or even better than many human drivers.
What they are looking for is whether there are systematic issues with the design and implementation that make it unsafe.
Certainly not to normal human drivers in normal cars. Those are killing people left and right.
I think our intent should be focused on where the fatalities are happening. To keep things comparable, we could maybe do 40,000 studies on distracted driving in normal cars for every one or two caused by Autopilot / FSD.
Alas, that's not where our priorities are.
The only people pumping the line that human drivers are bad are the people trying to sell a dream that they can make a self-driving car in a weekend, or "next year", if you just give them a pile of money and ignore all the red flags and warning signs that they are clueless. The problem is shockingly hard and underestimating it is the first step to failure. Reckless development will not get you there safely with known technology.
Those four crashes are just the ones that sparked the investigation.
We are not sure when FSD is engaged with all of these miles driven, and if FSD is making mistakes a licensed human driver would not. I would at the very least expect radical transparency.
If FSD is being used in a public road, it impacts everyone on that road, not just the person who opted-in to using FSD. I absolutely want an independent agency to ensure it's safe and armed with the data that proves it.
that's the wrong comparison
the correct comparison is the number of report crashes and fatalities for __unsupervised FSD__ miles driven (not counting Tesla pilot tests, but actual customers)
Tesla currently does not participate in any of these programs.
This is exactly what people were saying about the NHTSA Autopilot investigation when it started back in 2021 with 11 reported incidents. When that investigation wrapped earlier this year it had identified 956 Autopilot related crashes between early 2018 and August 2023, 467 of which were confirmed the fault of autopilot and an inattentive driver.
I will -never- own a self driving car unless the firmware is open source, reproducible, remotely attestable, and built/audited by several security research firms and any interested security researchers from the public before all new updates ship.
It is the only way to avoid greedy execs from cutting corners to up profit margins like VW did with faking emissions tests.
Proprietary safety tech is evil, and must be made illegal. Compete with nicer looking more comfortable cars with better miles-to-charge, not peoples lives.
"Firmware" can be open source and secure, but how does this translate to driving performance at all? Why does it matter if the firmware is validated by security researchers, who presumably don't know anything about motion planning, perception, etc? And this is even assuming that the code can be reasonably verified statically. You probably need to to run that code on a car for millions of miles (maybe in simulation) in an uncoutable number of scenarios to run through every edge case.
The other main problem with what you're asking is that most of the "alpha" of these self driving companies is in proprietary _models_, not software. No one is giving up their models. That is a business edge.
As someone who has been at multiple AV companies, no one is cutting corners on "firmware" or "sensors" (apart from making it reasonably cost effective so normal people can buy their cars). Its just that AV is a really really really difficult problem with no closed form solution.
Your normal car has all the same pitfalls of "unverified software running on a safety critical system," except that its easier to verify that straightforward device firmware works vs a very complex engine whose job is to ingest sensor data and output a trajectory.
https://en.wikipedia.org/wiki/List_of_Tesla_Autopilot_crashe...
They’re up there with Dodge Ram drivers.
Sold Tesla investments. The company is on an unprofitable downward spiral trajectory. The CEO is a total clown. Reinvested on advise in Diamler, after Mercedes-Benz and Diamler Trucks North America demonstrated their research and work into creating true autonomous technology and safe global industry standardizations.
So it's marketed with a nod and wink, as if the supervision requirement is just a peel away disclaimer to satisfy old and stuffy laws that are out of step with the latest technology. When in reality it really does need active supervision.
But the nature of the technology is this approach invites the driver to distraction, because what's the use in "full self driving" if one needs to have their hands on the wheel and feet near the pedals ready to take control at a moments notice? Worsening this problem is that the Teslas have shown themselves to drive erratically at unexpected times such as phantom braking or misidentifying natural phenomena for traffic lights.
One day people will look back on letting FSD exist in the market and roll their eyes in disbelief of the recklessness.
This is incorrect. Teslas have driver monitoring software, and if the driver is detected using a phone while driving, will almost immediately give a loud warning and disable FSD.
Like this one, who ran over and killed a woman?
https://en.wikipedia.org/wiki/Death_of_Elaine_Herzberg
While not fully being the driver's fault, during the investigation they were found to have watched TV on their smartphone at the time of the accident and the driver-facing camera clearly showed them not even looking at the road! Such attentiveness.
On the other hand, I'd hate for the result of all this to be to throw the ADAS out with the bathwater. The first thing I noticed even with the early "autopilot" is that it made long road trips much more bearable. I would arrive at my destination without feeling exhausted, and I attribute a lot of that to not having to spend hours actively making micro adjustments to speed and steering. I know everyone thinks they're a better driver than they are, and it's those other people who can't be trusted, but I do feel that when I have autopilot/FSD engaged, I am paying attention, less fatigued, and actually have more cognitive capacity freed up to watch for dangerous situations.
I had to pick someone up at LaGuardia Airport yesterday, a long annoying drive in heavy NYC-area traffic. I engaged autosteer for most of the trip both ways (and disengaged it when I didn't feel it was appropriate), and it made it much more bearable.
I'm neither fanboying nor apologizing for Tesla's despicable behavior. But I would be sad if, in the process of regulating this tech, it got pushed back too far.
Lidar is goated and if tesla didn’t want that they can pursue a different perception solution, allowing for innovation
But just visual cameras aiming to replicate us, ban that
This is going to be another extremely biased investigation.
1. A 2021 Model Y is not on HW4.
2. FSD in November 2023 is not FSD 12.5, the current version. Any assessment of FSD on such outdated software is not going to be representative of the current experience.
FSD in Nov 2023 is not latest but it’s not that old, I guess it’s not in the 12 series which is much better but no need to not investigate this.
As far FSD 12.5’s supposed exponential improvement, its disengagement rate is still in the low double digits:
https://arstechnica.com/cars/2024/09/tesla-full-self-driving...
We have a lot of traffic fatalities in the US (in some states, an entire order of magnitude worse than in some EU countries), but it's generally not considered an issue. Nobody asks, "These agents are crashing a lot; are they really competent to drive?" when the agent is human, but when the agent is digital it becomes a popular question even with a much lower crash rate.