Over the past year, Facebook, Twitter and other social media companies have ramped up efforts to purge their platforms of accounts spreading fake news, conspiracy theories and other untruths across the internet. But the democratization of the media and the expansion of social media in recent years is placing an increasing burden on us, the consumers of this avalanche of news and information, to do a better job of discerning fact from fiction.