2 ms·
> extremely simple use cases When's the last time you saw someone put black tape over a stop sign? These adversarial examples are not simple use cases. They're
by xapata 9y ago
> extremely simple use cases
When's the last time you saw someone put black tape over a stop sign? These adversarial examples are not simple use cases. They're situations that humans rarely if ever encounter.
> apply common sense ... "think"
Ever seen the "invisible rope prank"? Humans are easily fooled as well.
> if-then conditionals
That's not the way statistical machine learning works. It's layers upon layers of probabilistic functions.
> who knows if ... representative of human driving conditions
I've read reports that a few of the autonomous vehicle companies are indeed testing/training on regular roads, which would allow a representative sample of human driving conditions. Frankly, that's just basic science -- don't experiment with a biased sample.