The fundamental problem is that it used to invoke a cost to publish anything. Now any idiot can post things for free and the viral aspect of the systems ensures it will explode. Us humans are hardwired for new and outrageous gossip and hench the ads industry is related to this. Nothing can fix this as long as publishing is cost free.
Human nature can not be fixed. Get over it and design systems which mitigate the worst part of it.