A deductive argument is valid when its conclusion cannot be false if its premises are true. That is a test of the connection between statements. It does not establish that the premises actually are true.
For that reason, evaluating an argument involves two questions: does the reasoning hold, and are the starting claims justified? An argument with valid reasoning and true premises is called sound. Separating these checks helps explain why an impressively orderly argument can still fail to establish its conclusion.