Elon Musk just now realizing that self-driving cars are a ‘hard problem’
theverge.com
theverge.com
"Generalized self-driving is a hard problem, as it requires solving a large part of real-world AI. Didn’t expect it to be so hard, but the difficulty is obvious in retrospect. Nothing has more degrees of freedom than reality."
is a direct quote from him, and is quite explicit. So there's that...
Well, if you admit it as obvious you don't get to make billions selling the idea of it arriving shortly...
“The car drives itself, but you’re still liable. Press accept to continue.” I tell you what, everyone is going to hit accept all day long like an iTunes agreement.
This isn’t supporting Tesla, just an observation of the judicial and regulatory landscape. NHTSA and the states are still allowing end users to run Full Self Driving revisions as we speak. Until a regulator issues a directive or a court an injunction, Tesla will continue in this fashion. Court cases can take years to resolve.
Maybe I’ll fork out for an attorney opinion letter on self driving assist feature liability and post it for funsies. Will report back if I do!
Specifically, building the roads, signs, and traffic lights to be machine-readable, not just human readable.
Imagine if we could recreate the road network in software, with realtime status of traffic lights. There would be much less reliance on cameras and image recognition.
This probably already occurs in some control centre somewhere, it just needs to be made available over the air for vehicles to access.
The hard part is road conditions, which can't be standardized unless you completely separate them from humanity. No human drivers, no people walking in the street. Also no trees, no weather, and no potholes.
The hard problems are all AI-hard. Compared to those, deciphering the standardized parts with machine vision is already long since solved.
I personally think that humans are already intensely bad drivers, easily distracted and unreliable. I'd replace them with AI drivers right now, using existing tech, and the net number of deaths would go down. (It's tens of thousands per year in the US, and that's been falling only because the passengers have become better protected.)