The solution to the fake content problem may seem obvious: we can fight fire with fire, and build machine learning tools to detect machine-generated content. As technology improves, fake content will become harder and harder to tell apart from real content. We are moving towards a model where the internet is dominated by a few centralized content providers and their walled gardens, and generated content may unfortunately make it even harder for grassroots online communities to survive and grow.