Audi claims the A8 is the first production car to reach Level 3 autonomy
theverge.com
theverge.com
I always chuckled a bit when (tech) press would say 'Google has beaten auto manufacturers' after Google released some PR videoclip of them showing a car driving.
European car companies just don't see the need to enlighten the world about what they're up to, how they are progressing, but simply work until it's finished for production and then unveil it.
Still haven't seen that 'vastly superiour' super-car from Google and Apple everyone claimed were coming to take over.
Tesla does seem to succesfully run their company as a tech start-up: hyping new products that are 1 or 2 year from being in production, personification of the brand via the CEO god-status, continuous deliviry of software updates to cars, public beta testing etc..
I am rooting for Tesla, I hope they find the capability to increase production levels to something that comes near of the existing car giants.
Being able to self-drive on highways with physical barriers between oncoming traffic is, like, the easiest use case for self-driving cars. This doesn't very advanced to me at all. Urban driving is the actual hard part.
Looking forward to more in my next car.
Edit: reading below, my car is ~L2, but I trust it more as L1.
Also, being stuck in a traffic jam during the daily comute is one of the most annoying and most stressing parts of driving. Not having to deal with this is a significant improvement in the driver's quality of life.
And just look at http://autoweek.com/article/autonomous-cars/tesla-model-s-au...
Almost an Apple move.
In both highway and urban driving I think the "hard" bit is dealing with the unusual, like a line of ducks crossing the road, a civilian directing traffic because and old person has collapsed in the middle of the street, or any situation in which a human being is providing important context via voice e.g. don't drive down there, the road will be blocked until this truck reverses out to avoid a low bridge.
Sometimes you have police directing traffic, sometimes its construction workers, sometimes it might be utility workers. Sometimes they have the stop-sign-on-a-stick sometimes they don't.
In order to avoid excessive delays I wonder if they're going to have to consult the human passenger for advice on whether to proceed?
I believe a !significant amount of work has been put into gesture recognition in computer vision research, so maybe this is all moot, but training a NN on gestures seems kind of dangerous in cases where someone uses gestures for stopping/proceeding that are misclassified.
I wonder whether there will have to be more machine-readable devices installed along the roadway to help autonomous vehicles? In this case, perhaps a portable traffic control device which provides visual signals and perhaps even RF signals which talk to cars to direct traffic? These devices would be used at accident scenes or construction zones, etc.
As a pure car safety feature, this gets double thumbs up. That's the culmination of all the tools they have added recently: lane departure warning, adaptative cruise control, blind spot warning, attention detection, ...
That said, it does indeed very little for the end-goal of having a fleet of constructor/rental/uber/google cars that drives you from your house to your destination.
Urban driving requires a skill set machines don't have. You have to be aggressive but not hostile. Else, you'll never get anywhere in rush hour traffic.
because of their innate audience they don't need to make spectacular announcements to generate interest. companies without large established bases in the field do. Tesla is special in that they have a CEO who doesn't seem to have an off switch. However this is not always a positive but they still manage to handle it well.
The 3 will be an interesting car but still highly limited with regards to what many expect cars to do but EVs are still a very young technology. Autonomous driving is where the real money is, it can be applied easily to many types of vehicles, don't over look the usage of similar tech on the mundane like mobility scooters or similar
And by all indications they are succeeding - the roadblock is regulations and turning it into a consumer product. The tech is there.
I suspect the near term ~10-20 years will have some form of autonomous public-ish transportation running on certain roads that are routinely re-mapped. Highways and busy city streets are likely candidates for autonomous operation.
For instance, the Germans flew their first jet in 1941. Only 17 years later, the Boeing 707 was flying, and transportation around the world changed immensely.
Given that we had just come out of a war (2 if you count Korea), that's pretty fast. I'd think a comparable timeframe would apply rather than your 30 year estimate. Heck, 30 years ago you didn't even have a cell phone!
While I also want to see european car makers tackling these challenges, how is the posted report different from a fluff piece about Google's experiments? Other than the lack of a video demonstration.
At this point Audi's announcement sounds like a bunch of over-promised, ambitious claims with a high potential of turning into vaporware. I might be wrong and all of it is very real and working, but you can't come to that conclusion by reading that article alone.
Lame! Vaporware!
"Audi releases a press-release, no video, no demonstration, no real-world evidence"
European manufacturers sure are capable and know what they're doing! What a refreshing change!
I just don't see it as plausible that a company with little to no roots in software managed to bring on a large enough team from scratch, that understands software engineering well enough to build something like this to a high level of reliability.
Does anyone here really think that the same or similar teams responsible for the god-awful, un-updateable, UI disaster that is the center console nav in any car ever have somehow elegantly conquered autonomous driving?
Demonstrating a “god-awful” UI as evidence that they can't do autonomous driving is silly imo. We talk about people who design cars that can safely travel at 150+ kph. The tiniest bug or design failure can kill their clients in a spectacular way. We trust these guys with our lives.
Autonomous driving isn't about the UI, it is about math, systems, modeling, safety valves, rigorous testing. This is engineering and isn't taught in CS but in ECE classes. It is easier for an engineer to learn git than for a developer to learn differential equations. Airplanes, cars etc are controlled by microprocessors for the couple last decades. Sure, writing a polished website in angular is cool but engineers write the software that runs pacemakers. How can they not understand reliability?
Your talk about their hardware engineering chops completely ignores the very real evidence we have that their software engineering efforts are utterly horrifying. Have you seen the reports about Toyota's software development practices?
https://news.ycombinator.com/item?id=9643551
By all accounts, while Toyota is a particularly bad offender, these kinds of problems are not unique to them. Software engineering is not something that historically-hardware manufacturing companies tend to have the culture to perform well.
This is basically a similar feet in autonomous robotics, whose transport constraints happen to be a person carrying car.
Its only if you formulate it as such, the gap becomes more obvious.
I certainly appreciate Volvo letting the world know what they're doing to test autonomous cars. I'm glad European carmakers don't work the way you're saying they do.
I agree that there's some genuinely impressive and underrated stuff hitting the market from many manufacturers (even in sub-luxury brands), but Tesla has a real and formidable advantage in the amount of data they're collecting.
1) They only pitted older models against the latest update of Tesla's system. E.g. the 3 year old S-class was tested instead of the new E-class, which had just started to be delivered at the time. (And had been tested by car journalists for months.) At the time that S-class entered production, Tesla had not had any "autopilot" at all.
2) They tested only lane keeping. Unsurprisingly the Tesla was better at that. They did not however test automatic emergency braking, autoparking etc. - features that Tesla either simply doesn't have or isn't as good in.
tl;dr: Cherry-picked test.
The headline sounds good, but the details are that it only works on highways, up to 38MPH, and won't be enabled right away; they are going to roll it out later. The one notable thing seems to be that you can be stuck in traffic and take your hands off the wheel, unlike Tesla where you have to have your hands on the wheel.
I'm not sure how they call this "first", since it won't be on new cars released next year, until after some future software update, how is this different from Tesla that is already shipping cars that can do this and more with a software update?
Full disclosure: in Dec I sold my Audi A8 to get a Model S.
Currently, the Model S can basically drive itself in heavy traffic, but it will periodically want your hand(s) on the wheel. I recently was in stop and go traffic on a 2 lane road for an hour and the Tesla did great. The A8 won't be able to there, it won't work on anything but a divided highway which this was not.
Don't get me wrong, I've had 5 Audis over the years and have loved them. But this really isn't "news", Audi is still playing catch up.
Oh, and from the testing I've done this winter, the Tesla AWD system is at least as good as quattro. Probably better.
This press release, like all high end / performance car press releases of the last 2-3 years, can be summed up as:
"blah blah, not electric, blah blah"
Like you, I am an ex-A8 owner who loved (loved!) those cars and have no interest in buying another one - no matter how nice or feature filled or well-designed they are. There's no way they don't know this and it becomes more and more stupefying that they cede this highest-of-margins segment to Tesla.
"Oh, and from the testing I've done this winter, the Tesla AWD system is at least as good as quattro. Probably better."
Exactly - it has two motors.
My disappointment is wide and deep as the major manufacturers continue to refuse to make a modern car. However it is Audi and Volvo in particular whose inaction is truly mind-blowing. Audi because they could continue to own AWD/4WD and volvo because their target market is ripe for the aesthetic and social benefits of electric cars.
Instead, Audi has spent ten years going down the "in 2-3 years we'll have an electric platform" and volvo has committed to a shitty-hybrids-with-lawnmower-engines-inside platform for the next 8-10 years.
Then they don't have a product.
There is no longer any such thing as a luxury vehicle with an ICE engine in it. I am not spending >100k on a nice new car with some high vibration, overly-complex[1], put-put-puttering 3 or 4 cylinder motor. I don't care how nice it looks or how fancy the software is.
[1] Fuel economy regs make it necessary to turbo and super charge ICE engines to get 300+ horsepower out of these little 4 and 6 cylinder engines. These are not simple devices...
Right after I got it, I took a friend to pick up his Audi from the service center. I walked in with him and the service guy said to me "You're dead to me!" He is a really nice guy named Ryan, but I'll be honest that I'm kind of tired of being so tight with the Audi service guy. I'm hoping the Tesla doesn't cost so much down the road. I've already avoided 3 oil changes, so it's off to a good start. :-)
Also WRT snow performance Telsa has a pretty large advantage over any ICE since they can apply different torque amounts to each wheel in near sub 1ms timeframe due to two factors:
1. Lower rotating mass(you only have stator, axle and wheels in the physical drivetrain. 2. FETs respond much faster than an internal combustion engine.
We got a fair bit of snow a while back and even without dedicated winter tires I was incredibly impressed with the snow/ice handling. Much better than our Subaru by a long shot. You can still get yourself into trouble but it was much harder to overcorrect than on our ICE.
I also think that having two truly independent motors is vastly superior to one motor and a Torsen center diff sending it front and back.
The quattro would use braking of one wheel to send power to the other side on one axle, with a traditional diff. I haven't really figured out what the Tesla does from side to side. But it seems to work great!
We didn't get a lot of snow after Dec when I got it, but what I did get to play in it was very impressive.
Often when I see a big project come to an end I can not stop thinking about all the hours work put into something which didn't made it to the end. Features they had to abandon or wait with until next revision.
Im very curious how good it will work and will try to get the hands on it as quickly as possible. :)
Probably going to turn out to be the most dangerous.
I am planning on dying in my sleep, but not because a Level 3 autonomous car decided to throw a "Can't handle reality" exception.
(This somewhat tongue in cheek response should in no way be read as denigrating the awesome technical achievement Level 3 represents. All speed to Level 4 and Level 5)
Sensors: all-around ultrasonic, 1 monochrome camera, 1 front radar.
(https://www.media.volvocars.com/global/en-gb/media/pressrele...)
Table 2 on p. 19 of the 30-page recommendation is a nice TL;DR summary.
Which begs the question...what part of Tesla Autopilot doesn't satisfy the SAE definition?
http://www.consumerreports.org/autonomous-driving/levels-of-...
- level 2: "hands off"
- level 3: "eyes off"
- level 4: "mind off"
"Victor says that Volvo believes that Level 3 autonomy, where the driver needs to be ready to take over at a moment's notice, is an unsafe solution. Because the driver is theoretically freed up to work on email or watch a video while the car drives itself, the company believes it is unrealistic to expect the driver to be ready to take over at a moment's notice and still have the car operate itself safely.
For a motor vehicle, though, the idea that "eyes off" and "mind off" should exist as separate levels of autonomy is just nuts. "Eyes off" will absolutely be interpreted as "mind off" by the majority of real-world drivers. It doesn't make sense to offer an "eyes off" solution at all, IMHO. Wait until we can genuinely call it a "mind off" solution.
Saying commercial aviation is safe is like saying school busses are safe, it ignores people going out in bad weather etc. Commercial aviation has a great safty record beause they are cautious, not because it's an easy problem.
Small aircraft is not commercial aviation. One of the most common failures in small aircraft is running out of fuel and then having the sudden need to find somewhere to land. That's a very rare problem in commercial aviation.
Basically, commercial aviation succeeds because it avoids the vast number of failure modes. Fully automated car autopilots are not a simpler problem, they simply need to deal with the mess which aircraft autopilots sidestep. Ex: 747's autopilot does not have a look for an open field I can land in which I can then take off from again after I refuel.
BTW, if you do have an engine failure in a single-engine airplane (or double failure on an A320), being able to take off again should be low on your priorities in picking a place to put down on.
The big exception to this is collision avoidance systems which use a radar combined with transponders; and is limited to fairly expensive aircraft as a result.
Autonomous cars have to start with radar-based collision avoidance simply to provide "smart" cruise control, and work outwards with lane detection for lane keeping, lidar and prediction for external body collision avoidance (deer, children, bikers), and so forth.
Aircraft autopilot is dead simple in comparison, and still has its share of failures. And speaking of failures, the other advantage of aircraft is that in the case of failure (in any phase of the flight other than takeoff/landing), pilots have tens of seconds to take over and hours each year of deliberate practice at flying compromised aircraft. Drivers, on the other hand, will be lucky to have a single second to realize their car isn't going to stop when they expect it to.
So, no we don't have fully autonomous small aircraft autopilots. We have the equivalent of lane following + collision avoidance not the full range of piloting skills because they are designed as assistants for pilots not replacements for pilots. Worse a pilot in the aircraft or on ground would also needs to deal with air traffic control which is a vastly larger jump than reading road signs etc.
PS: Yes aircraft autopilots can deal with ~99% of the time flying just fine. But, that last 1% has dragons. Getting an autonomous trick to drive on highways in most weather conditions but which would drive into road construction is a good analogy.
mind off would need to cope with there being no capable driver or even any occupants at all. And even those systems will need to phone for roadside assist sometimes.
"The car can drive itself, but the human driver must still pay attention and take over at any time. The car is supposed to notify its driver if intervention is needed." [my emphasis.]
Pulling over or shutting down appears under level 4.
And is there any "hands off" system that tests if the driver is "eyes on"? With eye-tracking, it is feasible, but I have not read of it being used.
A level 2 system can still do all the same interventions as a level 3 system, it just doesn't have the further relaxed state for the driver.
If one or two automated cars crash due to glitches, however, the risk is perceived as being a lot smaller because those individual incidents would theoretically affect fewer people. Also, car automation would end up saving more lives overall in the grand scheme, and would also solve a lot of traffic problems in the long run.
One of their big costs is drivers, so they tend to use a few medium sized vehicles. No drivers, they move to smaller vehicles and deploy more of them (they probably even shift their level of service up, because why not).
What this system does is utilize the front cameras to scan and map the road surface ahead. It can then apply up to 20 kN of force via electric motors to raise or lower the wheels individually. This mitigates bumps from potholes or uneven roads, which, apart from being more comfortable, will also ensure the suspension lasts longer. This system also decreases body roll during turns, and squat / dive under accel / decel. All of it is powered by the 48V semi-hybrid electric system. Expect this to become much more commonplace with further electrification.
Mercedes has a similar technology called Magic Body Control, but it can only tighten or loosen the dampeners, rather than directly move the wheels. What the Audi system can do, which the Merc cannot, is to raise the side of the car during an impending t-bone collision, which allows the main body structure to take the impact instead of the doors.
Calling it "level 3 autonomy" is misleading as well, given how highly constrained the situations are in which it can operate at level 3. From what I can tell from the press release, it only promises that the car can handle a freeway traffic-jam situation, ie, it knows how to stay in a lane and not hit anyone when traffic is crawling on a freeway.
Admittedly such a system would be nice for millions of people who commute through such conditions daily, but that is probably one of the easiest tasks for an autonomous system to perform because huge amounts of complexity can be ignored: pedestrians, cyclists, intersections, road hazards, trip routing. This is a baby step taken at the edge of a huge chasm. Good luck!
I know the HN crowd is very pro-Tesla but do not underestimate traditional car-makers.
Random video of A8 wireless charging: https://www.youtube.com/watch?v=ME8nFtbTH44
I think it uses RADAR instead of LIDAR but I don't know for sure.
Could any explain what the new A8 is offering in addition to the Golf?
But I suppose it will probably start scanning the road for parking spots like in the auto park feature that exists for years like in this demo from a few years ago: https://www.youtube.com/watch?v=vt20UnkmkLI
And also:
"The traffic jam pilot only works on highways with a physical barrier separating oncoming traffic."
And I'm saying that as an Audi fan. My other car is an A4.
In short: - MobilEye EyeQ3 - Nvidia K1 - an Altera Cyclone FPGA - an Infineon Aurix microcontroller
Each is used for a few different functions.
Impressive specs. And it looks like Mobileeye is inside every self driving car I've seen.
A8: https://cdn.vox-cdn.com/thumbor/1--FKfJ3y71OTTYIz91rno4mYNs=...
Continental: https://www.cstatic-images.com/stock/1170x1170/99/img-122263...
So now, almost two years later, if you're on a highway with clear markings and good weather, though the car is programmed to nag you every ~5 minutes no matter what to basically just nudge the wheel, the car is better then a human at driving. Theoretically if Audi does get ready to release this they could simply remove the nags and have a much better system for the use case Audi is describing (Tesla supports up to 90mph). Again, for highway driving the nags are basically there for Tesla to cover their you know what. Off highway you can use it but it's more of a gimmick still as you have to very closely babysit it on most roads.
Hope that makes things more clear.
[Quick Edit: One other thing the nags are good for is just in case there is a scenario that they haven't accounted for they can say that they told the driver to put their hands on the wheel and they ignored the nag. Tesla has two years of an entire fleet of cars using and proving the system. Audi will be releasing it theoretically w/o this in place and telling drivers no hands needed right away.. I'd be skeptical on that vs what Tesla has already been proving]
You can only take your eyes off the road when you can be sure that the car can detect unexpected circumstances. Teslas are apparently bad at detecting stationary obstacles, so you can‘t take your eyes off the road (and calling the system „Autopilot“ is really not a good idea)
[1] http://autoweek.com/article/autonomous-cars/tesla-model-s-au...
Does autopilot actually meet the qualifications for a level 2 system? AFAIK since autopilot is basically lane following and adaptive cruise control and braking wouldn't that be considered level 1?
Lots of human caused accidents were driving into obvious things too. I don't drive drunk or sleepy, so maybe I'm above average, but my only standard for safety for a self driving car is that it's safer than me driving.
Or airplanes - autopilot in planes has contributed tremendously to improving flying safety, but every time there is a crash under autopilot both Boeing and Airbus will ground every single plane of the same type to figure out the cause, they don't just go "oh well, it's still safer than flying manually so it's good for us".
I really don't understand this notion that an autonomous car merely needs to be "better than average driver" to be allowed on the road. Absolutely disagree here.
Traffic kills so many people annually, that even a slight increase in safety is going to save more lives that are lost to aircraft accidents, radiotheraphy machine failure and such.
Most of the safety of AI comes from it being implemented in vehicles that are already far safer than average.
Having a traffic pattern that requires a right turn (or left for certain countries) across a different lane of traffic is shitty and when a better solution shows up it will probably be implemented.
This is not to say that current autonomous vehicles actually are much safer than the human equivalent. Indeed, everything I've seen so far suggests that they have a long way to go before crossing that threshold, so personally I'm a sceptic about claims that we will see viable fully autonomous vehicles any time in the next few years. But this doesn't seem to be your argument here.
Regardless of the OP's position on this, I do think the reality is that in practice it's difficult to sell or legalize anything that isn't significantly better than 'the average driver'. Whether it makes sense or not, we seem to demand any 'AI-powered' system to be better than the average human. I personally wish this wasn't the case, but it appears to be so.
For example, I personally marvel at the abilities of Siri and Google Now, at the very least when it comes to understanding what I'm saying. It's quite possible, in fact, that both are often objectively better at understanding me than most people around me: more than once I said something to Siri where I immediately realized that it was mumbly enough for any real human in my vicinity to ask 'what?' (often only to right away act on what I said, indicating that they did manage to interpret what I'd said). And yet Siri or Google Now actually transcribed what I'd said.
Being as good as the people around me would not be good enough, because every time Siri fails it makes me shake my fist at the whole concept of 'personal assistants' on my iDevices, rather than sigh at the umpteenth person around me saying 'what?' and then obviously acting on what I'd said, which is much more common.
I've not studied this properly, so I might be wrong. But I get the impression that I hold my AI to a much higher standard than I would my human interactions.
Who'd want an autonomous car that's merely better than the _average_ driver, when every driver knows they're above average :)
(Do you feel lucky?)
Let's take airbags as an example. Do you understand why airbags are allowed, or do you also find it obvious that airbags shouldn't be certified as safe to use? Airbags provide increased passenger safety on a statistical basis, as they mostly provide a cushion for impact. However there are plenty of edge cases where if you sit too close to an airbag, or let your small child sit next to an airbag, then that airbag will actually cause significant damage that wouldn't happen without the airbag.
Autonomous driving can be viewed from the same safety perspective as airbags. Sure there are new edge cases that can cause harm, but on a statistical basis if the AI is even just slightly safer than a human, then at the end of the day there will be fewer accidents and fewer deaths.
--
Your airplane example is a straw man argument. Nobody has claimed that we should stop advancing AI driving tech once we slightly surpass human skills. That's just the point where it makes sense to allow it on public roads.
The worst case is better and the average case is better because you've eliminated some outliers. However,the median is far worse. The group is effectively being punished to reduce the effect of the worst performing members.
An AI that drives into a partial lane obstruction is only better than no AI for a very small number of cases.
Source: http://www.greencarreports.com/news/1106613_how-safe-is-tesl...
Stats are on low page 2 and high page 3.
TLDR: Tesla compared their numbers to a statistic that includes much more dangerous forms of transport(bike, 18-wheelers, whatever). The Insurance Institute for Highway Safety did a study on just driver fatalities in passenger vehicles(cars and light trucks) and came up with 1 fatality / 438 million miles driven. Versus the Tesla figure of 1 / 130 million miles.
Whole article is worth reading as it goes into more detail on statistical issues with Tesla's safety statistic claims.
I'll add that human driving ability is not uniformly distributed. Most accidents are due to particular demographic groups: people that drink and drive, teenagers. It's entirely possible for a self-driving car to be worse at driving than most humans, while still better than the average. In that scenario getting really bad drivers into self-driving cars would improve average accident numbers, but getting non-bad drivers(aka the majority of drivers) into self-driving cars would make average accident numbers worse.
The "driver" would then be just a person sitting in the driver seat that could be snoring or playing games on their mobile phone, and generally be distracted out of their mind...
These are just better traction control systems, with some accident detection and avoidance thrown in. Nothing much.
You will still do bulk of the work.
But you don't exactly have a self driving car, if you can only drive in specific conditions.
Here in places like Australia, I don't forsee it happening on the same scale in the same timeframe. There are different factors here such as the immense distances, inconsistent road surfaces and those bloody Kangaroos which is going to pose real challenges for automakers, as they already have been.
I don't think it's going to be that long before learning to drive is purely an optional thing in the same way learning to ride a horse is, but I think it'll be a fair bit longer than people are mentioning here. At least globally.
https://www.gizmodo.com.au/2017/06/volvos-driverless-cars-ca...
Challenges in my area and others:
Cell reception is not just poor, it often doesn't exist.
GPS on my phone and car drop now and then. Maybe to many trees?
Roads are of varying condition and can change anytime. Some you know not to go on in certain weather, etc.
Road maps are still wrong. I've fixed the ones I care about on Google. Some roads don't exist, others have addressing issues that are so bad it will put you in the wrong end of the county.
I'd enjoy a self driving car, but they are a long ways off in my area and many others. I'm sure it will happen, but it is a whole different world than a city.
I don't know that making it work in the middle of nowhere is worse than a city, but it is a different set of problems and manufacturers will of course target the cities first. So to you in the outback (not the Subaru), you aren't alone. Most discussion about what life is like in the US doesn't apply to me either.
"Autonomous" vehicles are SO far away from navigating European cities. Picked a few random locations (all two-way roads by the way, often with pedestrian and bicycle traffic). It's probably 30 years out when a car can drive these:
* Lausanne, Switzerland: https://www.google.no/maps/@46.4767732,6.8289361,3a,75y,254....
* Polignano, Italy https://www.google.no/maps/@40.9957993,17.22086,3a,75y,347.9... (driven this one myself, and remember thinking that it would be close to impossible for an autonomous vehicle)
* Paris, France https://www.google.no/maps/@48.8660537,2.4074756,3a,75y,48.6... (one way)
* Zagreb, Crotia https://www.google.no/maps/@45.8222709,15.9280256,3a,75y,320...
It will be a very long time before self driving cars are practical in parts of the US that do not have comparatively easy conditions for all the reasons you mentioned. Some cities in the southeast that have good automotive infrastructure will see adoption soon after the southwest. Self driving cars won't be typical in Boston or NYC for longer. Those sorts of cities don't have stupid proof markings for traffic flow the way cities that were built out post WWII do so there's a lot more subtle things involved in day to day driving that are hard problems by themselves. Odd intersections, potholes, situations where typical behavior is dependent on traffic volume, snow, etc. Rural areas add another set of unique edge cases.
Nobody is gonna pay extra for a car that can't deal with a set of conditions they encounter frequently. Have any Indian companies poured big money into driver-less cars lately?
*in countries with reasonably advanced infrastructure and somewhat stable economies
https://www.google.com/amp/s/www.wired.com/2016/01/the-cleve...
I also saw the car starting to break free (i.e. start a sideways slide) just as they clipped to another scene; that's what I want to see more of. It's an unavoidable occurrence in winter driving conditions, and the proper recovery to those is the most important skill to learn to drive on snow.
I saw thin layer of ice appear on parking sensors after few minutes of driving in snowy conditions, triggering "close object" warnings. And cars get dirty all the time, I wonder if cars will end up with separate wiper for each sensor.
And yet we're still limited to scraping blades made from rubber over tempered glass with the help of a bit of liquid cleaner...
Given how bug guts require a good bit of manual scrubbing to clear off a windshield and the cumulative impact of rock impacts, I'm not convinced they'll stay clear for any meaningful amount of time - at least not on a commuter vehicle timescale.
Heated glass will help, but it's not a guaranteed thing; ask anyone with a rear window defroster how long it takes to clear ice and snow off.
I live 5 miles outside of the nearest town and frequently have to drive long before a plow hits the road and long before it has warmed up enough for blacktop to be visible. That video doesn't even prove they can handle ACTUAL conditions when it's snowing in anything but the most ideal situation and at a speed that would require me spending 4 hours to get to work.
I mean... it's better than nothing but it's definitely not something that changes my mind on it being ridiculous to think that's replacing a human driver anytime soon.
Of course it all depends on your personal mobility habits and where you live, but in many big cities, you can absolutely get by without ever sitting in a car.
If I wanna get somewhere, public transit is a lot nicer, because I can sleep on the way, or use my phone.
And if I just wanna enjoy getting around in nature, I take my bike.
Like everything else (including riding a bike), this is true of the beginner, and relegated to your subconscious after a few dozen hours. It all just becomes automatic.
I drove past half a dozen stop signs, hundreds of cars, several traffic lights, four different speed zones, and made a cross-traffic turn, and was thinking about testing code this morning.
You can pay attention without having to actively think about what you're doing, just requires making it a habit.
In my 20s I loved driving, I had my radio, complete privacy, my 1.5 commute was tolerable.
Now I'm in my 30s, and I hate my hour spent in the car everyday. Not because I can't find a good song or a good podcast, it's just that it feels like such an enormous waste of time. At least if I used public transit I'd be getting exercise. In my car, I'm just forced to sit and pay attention to the road, I can't read HackerNews or watch a show or read a book that isn't available in audio.
For day to day commuting public transit can be less stressful but for going where you want when you want it's hard to beat a car.
I generally walk anywhere under two miles and avoid driving between 7am and 7pm. Having a means of transportation under my personal control readily available to me is well worth it. Tonight I'm going to go meet someone selling something on Craigslist. It's about the size of a milk crate and weighs >50lb. I could carry it on the subway and do it for free (monthly pass).
Next week I have to get a coffee table. Sure, I could buy one online but I think buying a used high quality one for cheap/free on CL or from a thrift store and having the ability to get precise measurements in advance
I could take an Uber or taxi but it only takes a few Ubers a week to be more expensive than owning a car (if you own it outright).
If your life involves doing anything more than being a worker bee who goes lives by a schedule and pays someone else for assistance with transportation outside that scope then having your own means of transportation is invaluable in terms of convenience and possibly cheaper.
> when it goes on sale next year
> The traffic jam pilot only works on highways with a physical barrier separating oncoming traffic
>Audi says it is rolling out this feature “gradually,”
I applaud the development and effort, though I have had enough of people claiming to be first at things that are not yet possible to buy and use.
The variance on human driving ability is higher than we would accept from a machine, but I have two friends who don't have stereoscopic vision, and I trust both of them to drive me
Not everything regarding Tesla is about Elon.
Sentences such as
> all that's required to achieve that is for Elon to push some software updates and voila
make the task seem (A) trivial and (B) like the decision is completely up to Elon. This hugely discounts the fact that when/if Tesla roles out level 3 autonomy, that this was the result of a huge amount of work put in by a big team inside the company.
You also wouldn't hear "all that's required to achieve that is for Rupert (Stadler) to push some software updates and voila" about Audi, when both were probably equally responsible for putting the issue on the roadmap and equally not involved in the implementation.
I like their startup-ish approach which enables them to push software updates to all their cars and collect valuable data, but I feel most people do fundamentally not understand that their cars offer at best Level 2 autonomy.
On a side note, if and when LIDAR becomes cheap enough, Tesla may change their mind and look at integrating it in their cars.
But look, if you reference other articles, Audi can only do self-driving when: "In slow-moving traffic on divided highways at speeds of 37.3 mph and under only. " (TechCrunch).
Tesla can already do that. It simply require the driver to keep hands on the steering because it also allows for all the other options, and Tesla doesn't want you to let go of the wheel and run over a human.
Note that Audi isn not saying their car will do self-driving in the city, with pedestrians throwing themselves onto the road. NO, it will ONLY do it on highways, while in slow traffic. So Audi can only do self-driving when the car is barely in motion and the possibility of interference is close to zero.
That's like calling yourself a University Professor because you wear a checkered jacket with elbow patches.