Does it indicate that the one who describes himself as an atheist has positive arguments in favour of atheism? In this sense, an atheist is someone who makes a knowledge claim—that there is no God. Nevertheless, such a claim requires justification. The claim is a positive assertion, and it requires some sort of argument to back it up. Therefore, this type of atheist must provide evidence for their position.
