Change site icon

When I go to Admin -> Site Profile -> Icon and choose a .webp or a .png picture and click the Save button at the bottom, I get a message at the top Settings saved. but the Icon is not changed anywhere. Not in the top left, not the favicon and so on. Is this a bug or am I misunderstanding the functionality?