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Thoughts on content authenticity, human writing, and why the internet needs better trust signals.

March 28, 2026·6 min read

AI detector results are not proof. Here is a better way.

If you searched for an AI detector, this is the real problem: detector scores are guesses. Proof of human authorship needs behavioral verification, not probability.

AI detectorcontent authenticityhuman writing
March 25, 2026·5 min read

The organic food label for writing

Trust labels changed the food industry. The same model can fix the content authenticity crisis. Here's why, and what the regulations say.

opinionregulationcontent market
March 22, 2026·7 min read

How Humanums works: the 6 signals that prove you're human

A technical look at keystroke cadence, pause patterns, revision behavior, and the other signals we use to certify human-written content.

technicalproductbehavioral analysis
March 20, 2026·8 min read

Why AI detectors are broken — and what we built instead

AI detectors flag 61% of non-native English speakers as bots. Analyzing finished text is fundamentally flawed. Here's the alternative.

AI detectioncontent authenticityproduct

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