The author diagnoses something real offices full of long, fluent, empty texts but the remedy he proposes ("be the manager of your AI") is exactly the kind of thing an LLM would write about how not to depend on LLMs. The part that sticks is the Grove reference: you're responsible for your team's output, and now AI is part of that team. Simple, no five-step framework required. What the article doesn't ask and it's the question that matters is why people delegate thinking to AI in the first place. Probably because work rewards whoever delivers fast, not whoever thinks deep. The slop is a symptom, not the cause. And no "AI management" framework fixes that while the incentive is still speed.