That's how it's been explained to me by laymen many many times. Just casually (ish, I have a math degree) looking at the math, chatting with a friend who is a quantum physicist, being involved with computers, etc I find that Grover's Algorithm is not at all capable of something like that. I'm not sure there's anything better in terms of breaking encryption

https://en.wikipedia.org/wiki/Grover%27s_algorithm

Grover's algorithm could brute-force a 128-bit symmetric cryptographic key in roughly 264 iterations, or a 256-bit key in roughly 2128 iterations. It may not be the case that Grover's algorithm poses a significantly increased risk to encryption over existing classical algorithms, however.[4]

I am stoked for what it could do for protein folding, or other heavy simulation work, but in terms of proper encryption I don't believe it actually will change much.