Geoffrey Litt writes on “avoid the nightmare bicycle” from Changing Minds, Andrea diSessa:

Good designs expose systematic structure; they lean on their users’ ability to understand this structure and apply it to new situations. We were born for this.

Bad designs paper over the structure with superficial labels that hide the underlying system, inhibiting their users’ ability to actually build a clear model in their heads.