I've heard several times (such as this one) that it's dangerous to learn/prove/teach mathematics through images. I've also read somewhere that showing mathematics through images helps one's intuition because we understand better through images, due to our long date use of the vision sense. I can conceive that this information should be half-true - there might be things that can be taught with images and things that can not. From here, I have two doubts:
- What can and what can't be learned/proved/taught with images and why?
- Using mathematics this way isn't the same as geometrical thinking?
I'm also open to books/articles on this topic.

Mathematical arguments are of a formal nature and should be independent of any visual representations. Beginners might have problems seeing the distinction between a valid and complete proof from axioms and definitions and something that "looks obvious".
But this does not mean that geometric intuition is useless or that one cannot use it. After some training, one can often judge whether some visual argument can be made into a formal argument or not.
This makes for good reading on the topic: Terry Tao, There’s more to mathematics than rigour and proofs