> We should expect a machine learning system to act as a correlation-seeker
We should expect machine learning systems to dismiss accidental indirect correlation for the benefit of the variables that are directly correlated. There are plenty of algorithms that achieve that, it's only that gradient descent doesn't.
The fact that our AIs are becoming biased is a bug. It should be fixed.
We should expect machine learning systems to dismiss accidental indirect correlation for the benefit of the variables that are directly correlated. There are plenty of algorithms that achieve that, it's only that gradient descent doesn't.
The fact that our AIs are becoming biased is a bug. It should be fixed.