AI slop has evolved through three eras: widespread disgust, surprising engagement, and now platform crackdown. Casey Newton argues platforms like Substack and LinkedIn must fight slop because their core promise is human authenticity. Kevin Roose warns a fourth era is coming where AI output simply outperforms the best humans.