Knowledge and Intelligence are oceans apart. The saying "knowledge is power," does have truth to it, however the owner of this "power" doesn't necessarily need to hold as much Intelligence. Having higher Intelligence can improve what that Knowledge can be expended on.
Think of Intelligence as...