Short notes on naturalizing AI drafts — what we optimize for, what we refuse to claim, and how the product surfaces fit together.
The early era of generative AI promised effortless content production, but it delivered a secondary crisis: synthetic fatigue. If you have spent any time editing LLM outputs, you know the symptoms....
ThinkingNative revises AI-origin drafts so they read more like someone wrote them — while keeping facts, entities, numbers, and your preserve terms intact. Many tools sell a shortcut: “pass Turniti...