Would it be a better claim to say you can get more knowledgeable by reading rather than smarter or more intelligent?
It's certainly more obviously true (assuming you apply a good filter to what you read, and read critically; you can, equally well, become more fixed in false beliefs by reading otherwise.)
Wisdom and intellect should not be confused either