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Geoff Livingston's avatar

That third level is really the big fall down for most marketers. If we can't do this, then we are dooming the Internet to AI created slop.

Final voice pass: Read it aloud. Does it sound like something you’d actually say? Why, or why not? Modify the article as follows.

Values check: Is this aligned with what I believe in? Does it sound like it could have come from anyone, or only from me?

Humanizing enhancements: Where can I add an IRL story, contextual metaphor, or a surprising stance? This is the seasoning that makes it unmistakably yours.

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Karo (Product with Attitude)'s avatar

Excellent post, James and Paul! Thank you!

I love that you’re exploring frameworks that empower writers. And I 💯 agree: human-AI collaboration works best when writers lead with clear intent, and layered critical thinking is key to making that output truly meaningful. People who embrace this mindset adapt faster.

(Sharing some research that backs this: https://arxiv.org/html/2407.19098v1 )

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