Paint can definitely hurt dogs' paws if they step in it while it's wet. The paint can peel off their paw pads and cause irritation. Once the paint dries, it's not as big of a deal, but it can still be uncomfortable for them if they step on it. It's best to keep your dog away from wet paint, and if they do step in it, make sure to clean their paws off right away.