The Orchestrate Blog

Notes from a working publisher on nonfiction ghostwriting, authority books, and the cost of indie publishing.

May 28, 2026 12 min read

How to Fact-Check Your AI Nonfiction Draft

AI nonfiction drafts fail in 5 specific ways that surface-level editing misses. Learn how to fact-check an AI-generated nonfiction draft with a detection method for each error type.

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Apr 28, 2026 24 min read

How to Humanize AI Writing for Nonfiction

How to humanize your ChatGPT book draft using a three-scale approach (sentence, chapter, manuscript) that catches em dashes, mirror constructions, and attribution errors fast.

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