Guides

Every article on the blog, grouped so you can follow a topic end to end instead of reading isolated posts.

How AI detection works

What detectors actually measure — perplexity, burstiness, sentence rhythm — why scores vary between runs, and why no single number proves authorship.

229 articles

Detector tools compared

GPTZero, Copyleaks, Originality.ai, Sapling and Turnitin compared on what they report, where they disagree, and how to use several as signals instead of one as a verdict.

90 articles

The editing workflow

Find the sentences that read machine-made, rewrite only those, keep the meaning, and read the result back: the practical loop for making your own AI-assisted drafts read like you wrote them.

203 articles

Writing, voice and honest AI use

Keeping your own voice while using AI assistance: editing for specificity, disclosing assistance, and staying on the right side of academic and editorial rules.

96 articles

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