Human beings are amazing creatures that form a sort of pack mentality in which the vast majority of us all are capable of determining and judging risk factors and quickly associating an acceptable level of risk to the given situation. I look at the implications of self-driving cars to the studies conducted on speed limits. A fantastic study which is available (linked below) talks about how they adjusted the speed limits both up and down at study sites by 5, 10, 15, and 20 MPH and wouldn't you know it, it had little to no affect on the majority of drivers (85% of the people just kept going at the pack mentality of the speed that was deemed "safe and reasonable" to the individual person).
I see this happen especially here in the NOVA area where we are still suffering from the speed limits having been dropped in the 70s due to the oil crisis when they dropped everything to 55MPH in order to force people to save fuel (driving slower gives better gas mileage). However if you are on the DC Beltway and you are not going 65MPH+ you will get run over. Even locked in at 65MPH there are many times I feel on the verge of getting ran over when I might be in either the 2nd or 3rd lane and people fly past me on the left and right side. Given low traffic volumes that road should be reasonably set to 65MPH or 70MPH... things naturally slow down as it gets congested. The arbitrary 55MPH is just not followed at all, despite efforts by police to ticket drivers who are "speeding".
Anyway, all this goes into self-driving and the debate about what is safe and unsafe and what people will reasonably put up with. I think as people come to trust the ability of the car to drive itself, we will see it take the form of people not paying attention to the road (falling asleep, reading a book, doing work, etc) because they will be willing to accept the risk of an accident and the car's ability to handle itself in that situation.
Those outlier situations where you might run over [insert random road debris example here] and how will it handle that... and the debate about if you might have been able to avoid it versus the computer actually hitting it, and I would argue that even if you did swerve to avoid something, you are putting yourself (and others) at risk by doing so in many situations since most times this causes people to lose control even worse than had they just hit the object.
This is why they tell you to just suck it up and hit that deer or other animal in the road, because most times in those situations you cause more harm by trying to avoid it.
http://www.ibiblio.org/rdu/sl-irrel.html
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How are you all liking your flying cars?
I would recommend not getting your hopes up on fully autonomous cars. It's all too much pie in the sky without the practicality. Maybe a limited pilot program in a highly restricted area in a few decades. General availability could be centuries away, if ever. Driving a car on existing infrastructure is far too complex an activity for existing technology.
Driving a car under current circumstances I think involves a lot of what humans are naturally good at but computers are not. People assume if they can do it pretty easy, a computer should be able to as well. But that's not the case. Take speech and facial recognition as examples. It has taken those technologies a long time to develop, and they are still prone to error. But humans do it without even thinking about it. Driving a car is much more difficult, and comes with the risk of killing people if it's done wrong. I just don't see it happening any time soon.
The reason we don't have flying cars is not because it is "hard to implement" but because it is really expensive and requires a high skill level (although the skill barrier is quickly falling thanks to further advances in technology).
The reason we don't have autonomous cars is because it is really expensive... that's it. As the price drops the barrier to entry will fall and we will see it happen. Part of the driving force toward automation is safety. There are tons of car deaths and injuries each year which costs a ton of money to the economy.
http://www.cdc.gov/injury/wisqars/pdf/leading_cause_of_nonfatal_injury_2012-a.pdf
This wonderful PDF shows unintentional motor vehicle injury as the number 4 cause of non-fatal injury in the US... One single thing we do encompasses such a large amount of damage, and then factor in all the property damage and the deaths and you have a pretty large bill that is hurting the economy every time there is an accident. There were almost 5.5 million accidents in 2010 with only 30,000 of them being fatal. That is a lot of accidents and injury. Because of these factors alone, assisted driving and eventually autonomous driving will become a reality.
Flying cars were not economically viable to really see them take off. That is totally different with cars.