Source:[https://spectrum.ieee.org/cars-that-think/transportation/sen...]
A human has context where a machine does not. A human automatically knows that a ball being thrown in a yard can end up in the street.
A learner's permit also requires that a licensed driver be present. So there's a built in redundancy for decision making.
Machine learning or not, computers are simply profoundly stupid.
I'm not against autonomous vehicles but I'm fairly skeptical about them. They've improved a lot in a basic way but they don't handle corner cases very well. Unfortunately, driving involves a lot of corner cases due to the complexity of the environment.
> the DMV will require that those testing autonomous cars without a driver present have a dedicated communications channel that ties the car to a remote operator, who can take over if needed.
If IP based, what happens when the connection drops or lags? Will the car pull over, keep driving, or just stop in the middle of the road?
I did driving school for 4 hours before I got my own full license and car and was allowed to drive on my own. 4 hours.
Growing up in Michigan we had lots training with an instructor (who had his own set of brakes) before getting a permit that allowed us to drive with our parents. Then after a year or so you could get your full license.
What you describe can be the cause of the large number of accidents. Unfortunately the driving lessons won't prevent the young drivers acting out and doing accidents in their first years as a driver, because of those bad young drivers you get very expensive insurance for all young drivers so some young persons would register their cars on the parents name, here the insurance is paid by the owner not by the driver.