The point isn't that liquids are explosive, the point is that water messes up the explosives detection. It's "liquids are not allowed, because water is a false positive for explosives and we want to avoid the false positive".
That's why it's starting to get allowed in many airports - they updated their detectors to newer technology where water is no longer a false positive.
Nobody thinks your bottle of water is a bomb.