Cruise (GM) receives permit for fully driverless cars
medium.com
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But on the other hand, city environment is very unpredictable and lots of other actors there don't follow the rules. It'll be great in long term, but transition will be really hard.
* Notice me attempting to use a crosswalk and choose not to yield
* Drive dangerously close behind my bicycle while honking for additional intimidation
* Pass my bicycle at obviously unsafe distances
* Park in crosswalks
* Blatantly disregard lane markings
* Run stop signs
* Pittsburgh left turns
So let me rephrase what you just said, you want your life as a pedestrian to rely on software that is not verified by 3rd party in any way and only rely on good faith of manufacturer? Did it ever work well?
Also such manufacturer can update software literally everyday without any external regression testing?
I agree that most of what you mention won't happen but failure mode of AI cars would be much different and imho much worse as pretty impossible to predict.
Any way an AI-driven car can fail, humans have been failing in the same way for a hundred years. Cars, by virtue of their incredibly limited mobility, can only fail in so many different ways. It’s not like a Tesla with autopilot can suddenly jump over barriers or drive sideways.
You could say it is "one example" if this was a human driver running over a pedestrian. If one AI car has a bug all models with same AI have it. There is 0.5M Model 3 and counting.
I just used one example as a point and it is much less important than issue of 3rd party verification. You don't know if manufacturer fixes the bug, when it is done and you never know if it regresses.
No need to preemptively audit the code, accident statistics will clearly indicate unsafe behavior and economic/insurance disincentives[0] will induce continual safety improvements. Either a car will be safe enough to operate or it won't -- remember ~40,000 people are killed by American drivers every year.
[0]The 'Fight Club' equation.
There are many things drivers, pedestrians and cyclists do that are not in accordance with the official rules but are expected and accepted. If you don't expect and accept your local variation of whatever these exceptions are you are going to have a very bad time. There is a predictable pattern to how traffic works. Being caught up on the letter of the law will results in you poorly communicating with all the other traffic around you which increases the frequency of conflicts. They way you walk or drive in Boston is different than the way you walk or drive in SF and neither of them adheres strictly to the official rules and markings.
As it turns out I do expect this behavior and still have a very bad time. These laws are not frivolous, and violating them is extremely dangerous.
I also bike down a two-way separated bike lane to/from work. It's separated by concrete barriers, except at intersections. I'd come across drivers trying to drive down them, again, roughly weekly.
It's predictable that I'll see a car turn the wrong way onto a one-way street, and I've learned to anticipate it, but it's not accepted.
Most drivers are okay, but there's a small number who are really bad. If you come across a hundred drivers a day, you're going to come across bad ones pretty often.
The author didn't say every driver sucked -- just that he regularly comes across drivers who suck. I'm willing to bet that most road users will assert the same experience.
Most drivers pass safely, and several times a week, one won't. Most drivers stop at red lights, and every week or so, one won't. Most drivers check their mirrors before turning, and every few hundred, one won't. Most drivers use their turn signals and...actually, that last one might be a lie.
There are a few really bad drivers who shouldn't have a license. However that isn't most of the cases of bad driving you see in a day.
World is unpredictable, and city environments are full of surprises. Machine needs to be aware of rules and follow up, but also be able to deal with rules being broken by other users. General rule "approach with caution and be ready to react" doesn't work that well with machines - problem is very very tricky. There's a reason why Waymo had self driving cars for 10 years already, but are still in very limited beta.
That's 20 linear feet of space on nearly all our streets for sidewalks, bikes, restaurants, green spaces, or whatever else.
Given Unions and AB5 I'd like to see how driverless is embraced California
See: https://en.wikipedia.org/wiki/California_Assembly_Bill_5_(20...
If I could rent a car and it arrived in front of my house, no need to own.
But if the nearest car sharing station is 15 minutes away, that just added 30 minutes to every car trip, on top of the friction that comes with such systems.
That's where self-driving cars may be able to make a huge difference.
Personally, I did use ride shares, but there was enough need for me that the math worked out for personal ownership.
It can work out, it depends. How often do you need to use the taxi to not inconvenience your lifestyle? Are you the type that would have a new car or used car? more expensive. Would you do your own car maintenance? Do you life to vacation in remote places where you would have to rent a car? Do you have kids (no taxi has a car seat). How good is the local transit service? Is parking "free" with wherever you live and go (use it or not)? I'm sure there is more.
You missed this word. Presently they do not behave predictably and consequently sometimes do not follow the rules. That they might one day achieve these attributes is speculation.
This is a really niave take.
Sure they follow rules as well as any other computer but they're gonna be following a set of rules different than the human drivers around them. That's a recipe for a ton of minor accidents.
Hmmm... a "different set of rules than humans" aka following the actual laws that were designed for safety rather than the human rules of "whatever maximizes my personal convenience"
These self-driving cars are going to need to be very careful around people if they operate in cities, but if they are careful enough to be safe, they'll also have to deal with groups of bored teenagers herding the cars around for fun.
Sadly, any rule that can't bend to the fact that people are people is doomed to fail.
If we enabled more people to bike for our commutes and just use a driverless car (or a taxi/Lyft) for shopping, car ownership would be much less essential, and car rush hour would be a thing of the past.
I just hope they put a bike rack on the Cruise cars. :-)
The end result is 'food deserts' where one has to have a car to drive out to get food.
Even without the fear of death, a lot of people don't want to cut in front of a car and get honked at and flipped off. But if you see that it is just an empty self driving car, with no human present to get mad at you, the calculus changes as to whether you cut it off or not. And that can have cascading consequences for average vehicle speed.
Not with the amount of ML, particularly DNN, involved.
Although self-driving is a hard problem, automatically determining that the car may have had an accident and alerting humans in your control center is a much easier problem. I imagine the control center humans would be responsible for calling 911 if there was an injured human. They would probably be able to see out all the cameras in the car to help make that determination, or if the cameras are all malfunctioning you probably want to dispatch ambulances anyway.
OnStar Corporation is a subsidiary of General Motors that provides subscription-based communications, in-vehicle security, emergency services, hands-free calling, turn-by-turn navigation, and remote diagnostics systems throughout the United States, Canada, China, Mexico, Europe, Brazil, and Argentina
What do you do if you are HQ in charge of an expedition team going along a pre-determined route and the team suddenly and abnormally loses communication with HQ?
What do you do if a flight suddenly disappears over the ocean on air traffic control, and there happen to be some other planes and ships in the area?
What do you do if a hiker doesn't come home and they left a note saying which trail they were going on for the day?
I have a sneaky feeling that detecting whether a driverless car has hit a cyclist is not an easy problem. I can imagine scenarios where the contact took place towards the rear of the car (and therefore not at the primary focus of sensor attention), the cyclist goes careening off to the left or right and the car blithely goes on. I'm not saying such a scenario is impossible with a traditional car but it's a dam sight harder to ignore.
Do driverless cars have their kind of blind spots?
How about dealing with potholes? Do they also swerve around to protect suspension or just ram through?
They might not leave a note on your windshield but they would surely acknowledge the accident and as a company, would have to cooperate with any investigations. It's not some random dude that if they hit and run off you will never see them again.
> Further, the report says that as long as Vasquez met the minimum visual acuity for a driver's license under Arizona law, and with the lighting conditions at the scene, she "could have seen and recognized that a person was walking across the road from a distance of 1700 feet away with or without the Volvo’s headlights."
https://www.google.com/maps/@33.4365905,-111.9426898,3a,75y,...
Uber was still reachable by authorities, and did show up in court.
All I am saying is that self-driving companies aren't going to pull off a hit-and-run and dodge the fact that an accident did happen. So one doesn't really need to worry about how a self-driving car deals with the note-on-windshield part. More than likely their HQ would be aware of the accident remotely and have legal responsibility to call 911 immediately if necessary. And in the event that a car's algorithm pulled off a hit-and-run on minor property damage, the company would still be easily reachable by authorities and respond to a court summons.
If they believe the "accident" is either a one-off (meaning they will fix the bug and a whole class never happens again) they will probably pay off quick just because their image is better for that.
If they decide the accident was their fault, not avoidable with better software, AND despite that they are still significantly safer than humans they probably pay out, adjust their price models to insurance against their faults. In this case they may fight, but it will be for "reasonable" settlements (whatever they decide that is, but probably based on similar human caused accidents)
My guess is they think one of the two are the case for everything by now, so the other possibilities don't need to be listed.
Of course the above is my guess. You can be sure those who know are not talking.
Tesla and Uber have shown that this is not the case. Tesla tries to throw the driver under the bus or, if that fails, the victim, and Uber has acted especially despicably after their fatal crash.
Perhaps "traditional" car manufacturers with less of a cult behind them will take the PR route, but the behaviour of current companies involved in self-driving vehicles isn't very encouraging.
https://www.nhtsa.gov/technology-innovation/automated-vehicl...
I think the NHTSA documentation is also insufficiently precise.
My point is that the media attention involving crashes won't make companies take responsibility or pay to keep the bad news away, they act like all existing car companies and shift blame onto anyone but themselves instead.
Uber is culpable for designing the job such that the risk of accidents significantly increased.
I do think civil liability is appropriate, and uber Settled for $9.7 Million. (it looks like the family is also suing the city and state.) https://www.azcentral.com/story/news/local/tempe/2019/03/19/...
Also, even if she wasn't doing it at uber's request, this is such a predictable event. The driver was paid close to minimum wage... Regardless of how you feel about this, it's definitely the case that people who are paid minimum wage will typically give minimum effort. This was totally forseeable. The people in charge of making this decision at uber were either negligent or willfully ignorant, but there's no excuse to hire someone for near-minimum wage for this job if you truly care about safety.
She was watching The Voice on Hulu.
We know she didn't have to record something every 30 seconds or enter reading from the dashboard or enter something within 10 seconds of a light flashing.
Is this some weird type of disinformation campaign against uber? I don't like uber but it's weird seeing a made up story like this. Only other place I have seen these is in some worker organizing efforts (which I generally support - but the made up stuff can just circulate like crazy).
In swimming pools, you have lifeguards with <30 minutes shifts, overlapping coverage zones, and managers hovering behind them to ensure they do pay attention. On trains, you have dead-man switches that stop the train if the driver isn't paying attention. The military gives pilots amphetamines if they need to stay awake for long hours. Etc.
You just cannot expect a person to stay focused monitoring something for more than couple minutes. You need to have systems to help them and mitigate the unavoidable lapse in focus. At the very least, they should've taken away her phone and made her narrate what she sees on record, while making her aware it will be reviewed and compared against video recordings afterwards.
They set her up to fail, so it's wise to ask what her role really was. Convenient scapegoat, organizational surge circuit breaker, ablative armor - it's a plausible explanation.
It seems reasonable to expect someone to at least not be watching Hulu when they are supposed to be a safety driver. This wasn't a case of "the task was just too hard for a human".
e.g. see https://internetofbusiness.com/uber-safety-driver-watching-v...
Has Uber improved since then? I attended an UberATG recruiting event where they showed a disengagement where they almost hit a little girl after she got off a school bus. (They were showing this because they re-created the scene on their test track and wanted to show they learned something). But in the perception video of the event they showed, you can clearly see there being lidar returns reflected off the school bus mirror, the system clustering them into an object, and the Uber car slowing down for this ghost object. The girl was saved by this false positive, probably not by the safety driver hitting the brakes. Uber does some interesting SDC research, but I would not feel safe being within 100 meters of any of their cars.
The cars have a handbook for safety drivers and the case is handled like almost any other accident. This system was put in place following the first accident that occurred near the SF courthouse years ago (safety drivers were hired following that crash).
What happens if there's no safety driver? Remote assistance is there, and the city is not a large place if you have to recover a wayward robot. I am not a lawyer; there will probably be some regulation eventually.
I found this fact to be extremely surprising. Based on looking at daily traffic patterns, I would have assumed that there are fewer deaths on the road this year than previous years.
It means fewer people are on the road and driving less, but the ones that are, are more likely to die.
For example:
You drive tipsy 1x/month after a party and commute every day. Your death rate is X.
During corona, you don’t commute, but still drive tipsy 1x/month. Your death rate is way higher. Maybe even 10X.
Crucially, your death rate per month remains unchanged.
PS: part of the effect is also lack of practice. You think your reflexes and skills are the same as when you drove daily. They are rusty.
This part kills a lot of middle age motorcyclists jumping back on the bike after 20 years.
I have always felt that the way humans share space with any kind of vehicle is perilous from a physics standpoint, relative to other risks in daily life. I actually think there will be a new type of city where they are separated by physical boundaries, levels and/or bridges etc.
It's a strange shift in branding that has occurred over the last 10 years of social media, where once companies were very cautious on branding and required everything to be on their own domains, but are now comfortable making announcements on platforms that are not self hosted (e.g medium, but also Twitter, FB etc)
It’s probably easier to use medium than to go through all the red tape & endless delays involved in getting a blog set up at most enterprises.
https://help.medium.com/hc/en-us/articles/115003053487-Custo...
Because their sort of car-pool thing with no wheel or place for a driver is going to make people think twice at least with Covid right now. Maybe that's why Kyle's video is at the bottom and not mentioned in the article.
I feel like a big issue holding back small pod transport is the fact that vehicles are generally all designed for many passengers and 3000 pounds. And I think a big part of that is safety. The likelihood of death for a really small single passenger vehicle is just much greater with all of these massive cars on the road (generally with only one occupant).
In my mind there is room (especially in places like Texas) for new types of smart cities. And you can build them from the outset with autonomous single-passenger small pods in mind. In my scenario the regular vehicles would need to be parked away in a commuter hub and the transportation in the city would be fully automated. This will save a lot of energy with very small single passenger vehicles as compared to the 5+ passenger vehicles normally taken by individuals around town. And in this city there is no danger of the small pods running into a larger vehicle driven by a human since it's not permitted.
I am actually thinking some of these companies may be doing a redesign where the shared space of the pool cars are broken up into little airtight compartments. Personally I would prefer that even if there wasn't a pandemic.
Oh yeah that's totally my response to a quiet road, "hey kids, not much traffic, pop those boring old belts". Come to that how much of the USA actually allows people to not wear belts ? Surely not much ?
The technologies are orthogonal, but I do think it does make sense to pursue both of these things together. EVs are much more energy efficient. They will cost less energy to run. The choice to go to EVs also makes sense if you think about robotaxis, as EVs will require much less maintenance, they have much fewer moving parts.
You also have the environmental argument to consider. Gasoline-powered Uber rides are not environmentally friendly. The general assumption is that robotaxis will decrease the price-per-ride to the point where there will be a big shift towards less people owning cars, and probably also less people using mass transit. That will mean less people taking buses and more people in cars. If all of your robotaxis are EVs, this is less of a concern.
There is no audit or anything of the sort. It's just a form to fill where the company must certify that their car is good enough and they have certain processes in place to take remote control of the vehicle if needed, and to deal with an eventual accident.
> "The manufacturer certifies that the autonomous vehicles are capable of operating without the presence of a driver inside the vehicle and that the autonomous technology meets the description of a level 4 or level 5 automated driving system under SAE International's Taxonomy and Definitions for Terms Related to Driving Automation Systems for On-Road Motor Vehicles, standard J3016 (SEP2016), which is hereby incorporated by reference."
Basically anyone can get approved, as long as they can prove they can deal with the consequences (sufficient insurance coverage etc.).
It reminds me a little bit of the FAA letting Boeing certify the 737 Max themselves.
[1]: https://www.dmv.ca.gov/portal/uploads/2020/06/Adopted-Regula...