> Once drivers move from the novelty phase to the post-novelty operational phase, behavioral adaptation may begin to occur and overreliance and over-trust in the automation features potentially develop, including a greater willingness to look away from the forward road (as shown in the VCC data set). [1]
I'm not sure if this is more dangerous than strictly human-operated vehicles, but I would wager that it is more dangerous than strictly autonomous vehicles.
1. https://aaafoundation.org/research/understanding-the-impact-...
If there are additional problems caused by human drivers, it's surely that they are inclined to intentionally override the system with dangerous behaviours which is a separate problem entirely, or that their driving ability has atrophied so much from not driving they are unable to handle the boundaries of Level 4...
The actual potential for increased/decreased risk comes when the human driver rightly or wrongly actually intervenes.
If you aren't familiar with SAE AV levels, check them out. It is a common refrain that L3 AVs are a SUPER bad idea because they would be 99.9% perfect at driving but could still mess up so 'drivers' of them would become too trusting and minimally attentive which would cause accidents.
The common thing is that L3 needs to be skipped entirely so a car should either be L2 and wouldn't be good enough to drive entirely on its own for long periods (lane assist, low speed traffic jam chauffeur, etc) or L4+ where the car can drive on its own but if conditions degrade where it can't continue it is capable of finding a safe spot to stop rather than aborting in the middle of driving suddenly.
The controls vs no controls isn't really an argument. Like you said, it will basically be fine either way if the system is sufficiently advanced especially if autonomy can't be disengaged while moving.
The human part is the failure point IMO. The problem is when the human is not in the back seat, but overriding the car.
A car with no wheel, and the human in the back, is not different to one with a wheel and the human in the back, it is when the human is sat in the front only partially controlling the vehicle. That is when it is less safe.
So 2 situations, one where the human can sit anywhere and the car is just as safe, or one where the car is less safe if the human sits in one of the seats.
One of those situations is less safe than the other.
At this point, I won't agree or disagree, but it's getting more interesting all the time.
The cause was found to be drivers with 2WD losing a little traction early in their drove and subsequently slowing down, while drivers with 4WD just kept driving like normal until they were suddenly off the road.
Another statistic is that intoxicated or otherwise impaired drivers cause more than half of all fatalities. So making a solution with machine learning and cameras that could retrofit into any existing car and just deny starting the car for such drivers, and having insurance companies cut premiums for having such gadgets installed, would be much more effective than any form of self driving or similar.
https://mb.cision.com/wpyfs/00/00/00/00/00/3E/5A/A2/wkr0011....
Also, they really need to be able to detect the other really bad cause of impairment: mobile phone usage.
The only problem is not every car on the road has it yet.
Except I had to turn it off for my Ford E-Transit, because it will freak out at nothing. Sometimes it screams at me for cars that aren't even in my lane that suddenly slowed. Sometimes it misjudges a ripple in the crappy asphalt here as an obstacle I'm going to hit. There is a high chance its going to brake for no reason at all and cause an accident.
I left the warning system on, but I will never give it control over the brakes.
Not great.
Some time later, I was on a snowy road. The cars in front of me stopped, I stopped, and checked my rearview mirror. There was a truck, who clearly wasn't going to stop. I pulled off to the side, and he hit the car in front of me.
To be fair, if the cars behind you had automatic emergency braking you would be at much lower risk of getting rear-ended when there's a false positive.
I realize this relies heavily on the questionable sanity and ethics of insurance companies. Even if they agree you aren't personally at fault, they'd probably just increase the premiums for everyone with that model, rather than sue the car manufacturer.
The same for skiing you don’t have eyes on the back of your head, one behind you is responsible for not crashing into you.
In car you have rear mirrors but if you have something in front of you and breaking you are not going to look in the mirrors.
The only exception I could think of would be if someone intentionally jumped in front of your car, or if you did a patently and clearly unsafe maneuver, but even then I think there'd be a sort of rebuttable presumption of fault.
Yep. ADAS should be mandatory like seat belts and airbags. A regulatory body should be able to come up with a minimum standard for it.
Even when it doesn't slam on the brakes, if you were concentrating on the road, those jarring beeps can just as easily break your focus on driving as they can break your focus on a distraction. I think it's better to avoid distraction by keeping cruise control off, and you can compensate for having human-level reaction time by following at a safe distance and staying in an appropriate gear or setting an appropriate level of regenerative braking to avoid mindlessly getting too close to the car in front of you.
I think that too often, driver assist features are being added to cars to compensate for the other features (like adaptive cruise control) that encourage drivers to mentally disengage from the task of driving. There's also the fact (well, opinion) that driving a car without electronic assists and nannies is fun and engaging (especially on back roads with the windows down and the radio up). Riding in an autonomous vehicle is just as dull as riding on public transportation, all while being less efficient, less social, and worse for the environment.
It would be interesting if we could somehow test how the reduction in crashes with the introduction of driver assists would compare with if we had just banned cruise control, introduced minimum visibility and minimum suspension stiffness standards, and mandated manual transmissions.
Then there's the fact that automatic emergency braking requires the software algorithm to make decisions based on data that is a lot more complex and ambiguous than the data used by electronic stability control and ABS systems. It's much easier to detect steering angle and wheel slippage than it is to detect how an object in the distance is likely to behave.
As a very simple example, i sat my driving test in the Netherlands. Literally the first thing my driving instructor taught me was that tires have finite grip and that changing speed or direction requires grip. Doing both at the same time, as you do while driving along a curved highway off ramp can be very dangerous in slippery conditions.
Many, many times, the auto braking and lane centering system in my hyundai car has caused the car to skid in light snow. i have lost count of how many times this has happened. With my previous "non smart" car, this never happened because i know how to drive in the winter.
Respectfully, not all driving conditions and styles are dangerous.
The data to differentiate these levels is pretty limited for a variety of reasons, and the problem only worsens when you conflate AEB with ADAS as the IHS/IEEE do in this article rather than use an OEDR-based definition.
Due to the nuances of my vehicle, the built-in hands-on-wheel nag was still active and required (small) driver wheel inputs every 10 seconds to prevent the beeps. Just keeping both hands on the wheel was enough to pacify the nag. But this forced me to keep attention on the vehicle, more than OpenPilot's face direction detector. Anecdotally I am certain this kept me more engaged than if I could have gone hands off.
The net effect was I had more capacity to be aware of what was going on around me on the road, AND I didn't feel nearly as fatigued at the end of the drive. Keeping the car between the lines consumes a little bit of cognitive energy constantly, which compounds over a long drive. Freeing up that load allowed me to pay more attention to what was happening on the rest of the road. And the mental burden was still half as much--I felt like I had driven maybe 4-5 hours instead of 9.
I have some ideas for how I might disable the built-in nag, but I'm pretty sure doing so would make my car less safe. The current configuration might already achieve the safety maximum for ADAS based on front-facing cameras only.
It increases situational awareness while reducing fatigue, and I think that anything further I try to do will adversely affect one or both of those effects.