How about instead of 1000 cars on the road guessing and sharing “neural information” we have all manufacturers agree to make future cars equipped with a standard communication signaling system. One that describes turning, speed, dimensions, all necessities for safety. Then older cars can be the AI fallback.
https://www.fcc.gov/wireless/bureau-divisions/mobility-divis...
Early on the automotive industry was betting on a version of WiFi modified to reduce connection overhead but this took forever to get deployed. Telecoms would badly like to introduce a system where they mediate V2X communication over the cellular network, which would be good for security, but between the appearance of rent seeking and the fact that telecoms have no interest in upgrading their network to avoid dead spots makes that kind of system dead in the water too.
So for a long time going forward, autonomous cars will still have to deal with other cars that are basically rolling bricks. Since they can't count on any smarts or any of the communication that you speak of, they have to rely on themselves.
So eventually, yes. But meanwhile we do need the fallback of autonomous discernment.
Right now, most cars are human-driven, and this fact will remain true for the foreseeable future. When there is a larger share driven by just computers, a standard will likely emerge, but to build that now would just be a distraction from making the self-driving cars safer in the presence of human drivers.
https://www.audi.com/en/innovation/autonomous-driving/car-to...
Ideally, cars that need to drive on roads with human operators should be depending on their surrounding and conditions, not some secondary signals about those surroundings and conditions. As long as roads go through places that people live and work in, humans will be on the roads as drivers, pedestrians, cyclists, etc.
Because of that, there, for now, is little benefit w.r.t. safety in this (there may be benefits in efficiency, for example if enough tell the traffic system what they’re up to, so that the traffic system can optimize traffic lights)
Also, I hope (but I know I’m wrong in that) nobody is going to say cyclists and pedestrians should do this, too. You shouldn’t require people to gear up with electronics before they can go on the street (even if mobile phones were enough to do that), so the fallback will have to be there forever.
There also is work being done on this. For example, the EU has projects in this space (https://www.connectedautomateddriving.eu/)
To me, this is something I wish every car would have, so I could tell at a glance if someone is accelerating/braking and their current speed.
https://www.scania.com/group/en/home/newsroom/news/2018/auto...
Basically, the ground truth is always more important than whatever signals are being sent. If a malicious actor can't fool a human, it's mustn't fool a non-human driver. If missing or unavailable infrastructure can't make a human unable to drive, it must not make the non-human driver unable to drive. Decreased efficiency, okay. Slower trips, fine. But total denial of service (either by failure to operate or crashing) is unacceptable. All of it eventually relies on the AI fallback. So we should be (and are) building the AI fallback first. Every car will have the AI fallback, including V2X-equipped cars, and all V2X signals will be treated as potentially unreliable forever.
I don't doubt we can have some efficiency gains from V2X, but we'll likely never have bumper-to-bumper at 60 mph, interleaving though intersections, etc. Cars just aren't mechanically reliable enough. Say someone drops a nail or caltrop or cylinder of compressed gas out of car #0's window. How many milliseconds does car #2 have to react to the pending tire blowout of car #1 immediately behind? Even with an AI fallback, its sensors might miss the nail. Is a sudden pressure drop (presumably signaled) going to be transmitted and processed fast enough by the entire convoy of cars to avoid a large multicar pileup? Are ALL the cars' brakes in perfect working order? And that's not just a linear problem - all the cars in all the other lanes will have to brake too to allow car #1 to swerve unpredictably as the tire explodes as the car learns the new driving model it has to contend with (and it will need the fallback AI to figure out how its inputs are translating into real outputs). Not that this is an easy situation for human drivers to deal with now! But now we have 1-4 seconds (de facto-de jure) of following distance. V2X comms could make 1 second following distances safer. But it'll need an intelligent (artificial or human) fallback anyway, and having a human one means that the efficiency gains will disappear. So we need the AI fallback.
However, autonomous cars are not making it easy for us to navigate the roads safely.
Let's take an example. Say you're driving along, and all of a sudden the traffic lights turn red. You don't want to stop, because you're in a hurry—but you also don't want to be caught in a situation where you're ignoring red lights and being pulled over by law enforcement. The problem is that both options will end badly for you: you'll end up getting in trouble with the cops or having a near-accident with other drivers.
So what do you do? Well, if you were using an autonomous car, using your signal would probably be your best option—but this could actually lead to more accidents.
Remember that self-driving cars are programmed not to react to things that aren't important to them—and signals, which are a vital part of driving, can be dangerous distractions in addition to being an obstruction on the road that could cause accidents with other drivers or pedestrians. So even though we know signals can be dangerous, we still need them.