Read it through — the line that stuck with me is their definition of slop: putting less effort into producing something than you ask the reader to spend understanding it. That flips the usual complaint about AI on its head, it's not about the tool, it's about the effort asymmetry. 'Our own thinking over a model's first draft' is the one I keep coming back to too, especially on here where a thousand-word AI thread costs the writer nothing and the reader everything.