My understanding is that the fibers in paper can become brittle if they are too dry. However, this doesn't cause the paper to break down, it just makes it vulnerable to damage if flexed. So storing paper dry is fine if it is then humidified before being stressed.
It's possible. My only experience is with vintage newspapers that were allowed to dry out, and then when trying to open them just shatter like a carbonized volcano scroll.