That's the entire problem. These systems don't understand anything about the world. If you see a sign covered in snow you're going to recognize it as such and make your best guess as to what it says and weather you care. You probably don't need that information to drive safely because you have a lot of knowledge to fall back on. These things dont, so some folks want to improve GPS accuracy and maps and signage. That's not a viable solution on so many levels.
General AI is the only way forward for fully autonomous cars.
What about that instant before it figures out it's bad enough weather to shut itself off? What is the threshold?
On the other hand, there are a lot of videos of FSD Beta on youtube that show the car driving into the sun where it's almost impossible for a human to see, but the cameras detect all of it.
The first winter after I got my license, I was driving around at night on a road I hadn't been to before.. kind of in the middle of nowhere, unpaved unlit back roads.
I saw a sign, partially covered in snow, and had a hard time making sense of it. Why this odd shaped sign in the middle of nowhere? I really wanted to figure it out and fixated on it a bit too much.. only right after making it past the sign, I realized it's warning about a tight bend in the road right ahead. Almost made it into the ditch. Thanks, sign, I would have seen the curve just fine if I had just focused on the road ahead.
Every new EV from Rivian to GM to BMW uses the “Combined Charging System.” Tesla, chooses to continue to use their own proprietary design in the U.S. despite having CCS technology available. (and the implementation completed already - European Tesla models ship CCS - required by law.)
Tesla will sell you $10K beta software that wants to steer into pedestrians, that most choose to pay for because after delivery, the price doubles (so act fast!) Most who fork that kind of cash are not able to access all parts of this beta software, this software license cannot sold/transferred to the next owner regardless of what the maroney sticker says, but don’t worry, FSD is being launched next month.
If thats excusable, surely then everyone’s ok with vendor lock in for DC Fast charging unless one wants to shell out $450 for a slower “old school” Chademo adapter, the fact one cannot buy replacement parts for their car, and cannot repair their own vehicle.
Tesla - America’s Beta Test Success Story.
In particular, road maintenance is already expensive and often left to rot. Still, current driving is relatively robust - even if a few signs are damaged or go missing, no major issues will occur. Road signs keep working even during storms, even if there is no power, even if something has hacked national electronic systems, even if the GPS is not accessible.
Replacing all this with brittle, finicky, expensive, easy to attack en masse digital systems is not a great idea.
Exactly! No wonder those pesky horseless carriages never caught on!
So you see no qualitative difference between a couple of horse carriage crossing the North American plains, and an Interstate system (that requires no stopping) with gas stations, motels, parking lots, malls, suburbs?
Have you looked at maps of cities with roads and parking lots? Cities in north America are literally built / rebuilt around cars, cities in Europe heavily modified.
Or, conversely, that means you find any advance towards autonomy in cars, in their current form, such as lane assistants, or working well in good weather on interstates, etc. is completely worthless?
That is, if autonomous cars can improve safety or convenience on current infrastructure, they will prevail, and new infrastructure will develop with them in mind. But if they are only useful after such changes, they will likely linger for decades before any adoption.
Autonomy today is in the same situation that cars once were; even the current state of 'autonomy' has obvious advantages already and will only become more in the future.
Edit: How do you think cars were useful at their inception? Slow, with a range of a few miles, needed to be rebuilt every few miles, gas to be bought in pharmacies. Quite a bit had to change before cars became something practically useful beyond showing 'I am rich'.
No one is forcing manufacturers to do anything. They a perceive a business opportunity and take it.
There are way too many edge cases in real world driving conditions because road traffic and signage changes from instant to instant.
As a driver I don’t know what’s round the next bend, could be road works or a vehicle collision.
There’s no technical reason a computer based driving system shouldn’t be more aware, it’s an implementation failure.