I remember my professor talking about eigenvectors in Linear Algebra and it's been 50 years - though I barely remember anything else from that class. It was taught very early on in the course and eventually we used them all the time to solve problems.

Yes, I was taught about eigenvectors but not that they’re a fixpoint of matmul. At least I don’t think so.