>It's also entirely wrong.
It's not. You're asking for a Neural network capable of making generic inferences about the output of another neural network, in real time.
That's Halting Problem. Will the data I'm feeding in cause the program I'm running to encounter an edge case (return/not return).
You can't generify a neural network beyond it's training set. Cheekyness of the previous post aside, I stand by my statement.
Comments that hail the almighty neural network as being anything more than an interesting exercise in feature extraction/input output mapping/information synthesis woefully underestimate the fundamental limitations of the technology.
With current technology, short of everyone participating in your network of street cars (hint: many won't) and is a good agent (they won't be), you'll be at the mercy of the same forces that make "driving" such an interesting task today, just in different forms, with more processors involved,and when the NN rewrites happen to need beefier hardware, everybody's vehicle gets recalled.
Throw in second and third order social effects (I.e. implementation of multi-spectrum panoptic surveillance networks for exploitation, possibility of remote exploitation of the driving software, decay of the actual skills required to drive safely, and the sudden stranglehold position that the self-driving vehicle manufacturer gets when their customer base gets large enough) leads me to the conclusion that there are a lot more problems to be solved before self-driving anything becomes a no-brainer turn key solution.
Consider that now, with thermal cameras being ubiquitous, there is debate over whether your thermal signature is considered "public information" that can be collected and analyzed by law enforcement sans warrant. Next we'll get LIDAR on cars that will have a software application made to tap into the LIDAR feed which would then be capable of reading vibrations off glass with a bit of setup. Does everything you say in your home become public information too just because the cars we drive become mobile labs equipmentwise?
That sound cool? Not to me. People need to think beyond first-order outcomes. As programmer or system developer or User alike.