The characters combine to create a vivid image: “(a mind that is) dark and stubborn, and therefore not sharp or receptive.” It's a powerful and poetic way to call someone incorrigibly blockheaded.
This is a strong, formal idiom with a very negative connotation. It's not something you'd use lightly in casual conversation.