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Vocabulary matters more than people think in the AI content debate.…

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Vocabulary matters more than people think in the AI content debate. Most people I talk to use "AI generated" and "AI augmented" interchangeably. They're not the same thing, and conflating them is where the "AI slop" argument gets its oxygen. AI generated content means the AI wrote it. You gave it a prompt, it produced something, you posted it. That's the thing people are rightly skeptical of, because without a real human perspective baked in, it tends to read like nothing. No point of view. No specific experience. Generic to its core. AI augmented content is different. That's when a person brings the idea, the opinion, the lived experience, and AI helps shape, format, and refine it. Your brain is an incredible tool. AI just helps you get what's in there out into the world faster and in a form other people can actually read. The "AI slop" crowd is critiquing the first thing and using it as a reason to dismiss the second. That's the error. An executive recording a quick voice note between meetings about something they actually observed, then using AI to turn it into a clean LinkedIn post, isn't producing slop. They're producing thought leading content that would otherwise never exist because they'd have forgotten the thought by the time they got back to their desk. The distinction is simple: who supplied the substance? If it came from a human who knows something, AI augmented content can be genuinely good. If the prompt was "write me a post about leadership," you're going to get what you deserve. Calling all AI content "slop" is just a way to avoid engaging with the actual question, which is whether the human behind it had something worth saying. Most don't post because the process feels hard. That's a logistics problem, not a quality problem.

Mark HadfieldJun 22, 2026Published to Linkedin - Mark HadfieldView original ↗

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