The Creativity Problem with AI
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Creative entropy is the tendency for AI-generated text to flatten toward a predictable, average-sounding middle ground when given insufficient direction. The creativity problem is the challenge of using AI to produce content that sounds genuinely human and distinct, rather than instantly recognisable as machine-generated.
Most people who use AI for writing either accept the flat generic output or spend so long editing it that they would have been faster writing from scratch. Neither outcome is the point. The point is to use AI as a creative collaborator that amplifies your voice, not one that replaces it with an averaged-down version of everyone else's.
When you ask an AI to write without giving it clear direction, it defaults to the statistical centre of the data it was trained on. That centre is competent, technically correct, and completely unmemorable. Every AI-generated LinkedIn post that starts with "In today's rapidly evolving landscape" is a product of creative entropy. The antidote is not a better model. It is better creative direction from you.
Think of an LLM the way you might think of a very talented, very fast writing assistant who has read everything but has no opinions of their own. They will write in whatever style you describe, take any angle you specify, and produce variations of anything you show them as an example.
Before improving your output process, it helps to recognize where AI shows up in your writing. These patterns make content feel generic and less human. Once you can spot them, you can remove them quickly during editing.
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