It's perfectly reasonable for a system with more sensory inputs than a human to fail at a task a human does with just the one.
Do you think the car understands cause and effect? Do you think the car actually groks object persistence? Do you think that the car has any sense of value attached to it's own existence? Or an instinct to increase the amount of time it has to resolve a reading it doesn't understand?
This is the failing of your lab trained neural network. It is only trained and proficient in what it knows, and only that. It doesn't have a sense of self. It doesn't have intuition, instinct for survival, or any of the millions of other simultaneous neural subprocesses that even the simplest biological creatures possess to keep themselves alive. It can't forget, neither can it learn in it's runtime state. It's a crapshoot whether it'll do everything it is supposed to how it is supposed to just like it is when a human (coincidently, another neural network driven creature) gets behind the wheel.
You won't build a perfect neural network for X just like you can't make a perfect human by selective lobotomy. There is only so much neural ductility that can be accommodated.
Do you think the car understands cause and effect? Do you think the car actually groks object persistence? Do you think that the car has any sense of value attached to it's own existence? Or an instinct to increase the amount of time it has to resolve a reading it doesn't understand?
This is the failing of your lab trained neural network. It is only trained and proficient in what it knows, and only that. It doesn't have a sense of self. It doesn't have intuition, instinct for survival, or any of the millions of other simultaneous neural subprocesses that even the simplest biological creatures possess to keep themselves alive. It can't forget, neither can it learn in it's runtime state. It's a crapshoot whether it'll do everything it is supposed to how it is supposed to just like it is when a human (coincidently, another neural network driven creature) gets behind the wheel.
You won't build a perfect neural network for X just like you can't make a perfect human by selective lobotomy. There is only so much neural ductility that can be accommodated.