Comment by dboreham
19 hours ago
Is it possible to train a machine to drive in snow? Yes. But consider that humans are trained to do so by means of things like: actually crashing, observing others crashing, talking to people who crashed, and all of the above is highly localized. Where I live there are many days in winter when someone not from the immediate area should not drive at all. But I might if there was a good reason because I have 25 years experience with the specific roads, conditions, how those conditions relate to wind and on and on. Training a machine to know all that seems feasible but unlikely to be commercially viable. It's just not a problem that can be solved with a simple closed loop control system like ABS or traction control.
> talking to people who crashed
A reasonable counterargument is that autonomous vehicles can actually do that to a degree that is much, much more effective than humans. You might have 25 years of experience, but at 8 hours a day for 365 days of those 25 years we'd only need 8 cars driving for a year to match that. After all, training data and event logs generated by cars can be shared, and models can be upgraded all around. And of course that scales to more than 8 vehicles rather easily.