Knowledge of fallacies doesn't help with the tendency of outlets to bury stories they don't like, so it's not a silver bullet. But it would help. I think you n

Knowledge of fallacies doesn't help with the tendency of outlets to bury stories they don't like, so it's not a silver bullet. But it would help. I think you need to build the tools in such a way that education becomes intrinsic to using them. If there were the ability to mark posts or tweets such that you can see "does not follow" or "citation needed" on the specific phrases that would help. Assuming you can do this in such a way that it isn't used to spam.