Sounding like yourself, false positives, and what actually changes a detector’s mind
News, guides and reviews for anyone whose own writing keeps reading as AI-generated, and wants it to sound like them again. Written by the team building the tool, and checked against what a rewrite can actually change.
AcademyThe Turing Test vs. AI Writing Detection Today
Why the Turing test and today’s AI writing detection are answering different questions, and how style classifiers differ from provenance watermarks.
18 Sept 2026 · 7 min read
NewsDoes Google Penalize AI Content? What Google Actually Says
Google’s actual public guidance on AI-generated content, what “scaled content abuse” means, and what it means for your AI-assisted drafts.
18 Sept 2026 · 7 min read
ReviewsBest AI Humanizer Tools in 2026: An Honest Comparison
A grounded look at AI humanizer tools in 2026: where your text goes, how honest the claims are, and what the free tiers actually offer.
18 Sept 2026 · 6 min read
AcademyWhy Does AI Writing Sound Like AI? The Real Linguistic Patterns
The actual patterns that make text read as AI-generated: predictable word choice, flat sentence rhythm, stock transitions, and why language models produce them.
18 Sept 2026 · 7 min read