Before reading the explanations here, I figured the batteries needed for x amount of time would be just as, if not more prohibitive than carrying water. Solar powered stuff on the AT that is mostly shaded? No thanks.
Filters or chemicals are pretty light weight. Sharper Image types of gadgetry aren't something I would choose to carry on a hike.