Provifai

Knowledge

AI transparency, explained in practice.

What the EU AI Act requires from website operators, how AI-generated content can be detected technically, and where the limitations lie. Objective, verifiable, and without scaremongering.

Law & Practice8 min.

Art. 50 EU AI Act: Who Must Label AI Content — and What This Means in Practice

The practical guide to labelling obligations: affected content, the operator’s role, and the most common misconceptions.

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Technology9 min.

How to Detect AI-Generated Content — and Why No Single Detector Is Sufficient

Why metadata provides the strongest evidence, classifiers can be misleading — and why, ultimately, a human should make the final decision.

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Law & Practice6 min.

EU AI Act: The 10-Point Checklist for Your Website

From inventory to monitoring: the ten questions every website operator should now be able to answer.

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Law & Practice7 min.

Labelling AI Images: What Is Mandatory, What Is Sensible — and How to Do It Properly

The honest answer to the most common question — and three design rules to ensure your labelling doesn’t look like a warning sign.

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Law & Practice6 min.

Deepfakes on Your Own Website: Why the Operator Is Liable — Not the Creator

The law’s most powerful lever does not target AI providers, but you — and deepfakes arise more quickly than most people realise.

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Technology8 min.

C2PA, Metadata, Watermarks: How Machine-Readable AI Labelling Really Works

A look inside the file rather than at the image: the standards that make origin verifiable — clearly explained.

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Practice5 min.

Stock Photos and AI: Why Almost Every Website Contains Unlabelled AI Content

You have never knowingly used AI? Your website probably has — in ways no one expects.

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