Concepts within modalities are potentially consistent, but the point the author is making is that the same "concept" vector may lead to inconsistent percepts ac

Concepts within modalities are potentially consistent, but the point the author is making is that the same "concept" vector may lead to inconsistent percepts across modalities (e.g. a conflicting image and caption).