I think of it as the model having lossy compression. The library it writes the feature against is the one you expect to exist, based on your overall understandi

I think of it as the model having lossy compression. The library it writes the feature against is the one you expect to exist, based on your overall understanding of the problem, not the one that actually exists. It has learned the low resolution version of the problem, not the specific library it is referring to.