Validity is about the shape. Soundness is about the shape and the contents.
An argument is valid if the conclusion cannot be false while the premises are true. That is a claim about structure and says nothing about whether the premises are actually true.
It is sound if it is valid and the premises really are true.
So yes, valid can be a criticism, and this is the standard example:
All cats are made of glass. Fluffy is a cat. Therefore Fluffy is made of glass.
Perfectly valid. The conclusion genuinely follows. It is also nonsense, because the first premise is false. Valid, not sound.
Saying "but that is valid" about an argument like that is pointing out that the only thing going for it is its wiring.