It becomes a game of statistics. Once we believe we have the capability for detecting dark matter, then each experiment failing to reveal dark matter works agai

It becomes a game of statistics. Once we believe we have the capability for detecting dark matter, then each experiment failing to reveal dark matter works against their existence. Keep in mind we can't rule out the existence of Unicorns, either, but that doesn't mean we seriously believe they exist.