general

AI Label

The "AI Info" / "made with AI" tag platforms attach to flagged content — often with a reach penalty.

An AI label is the visible tag — "AI Info", "made with AI", "GenAI", "AI-generated" — that platforms attach to content they believe is synthetic. By 2026 every major platform applies them: Meta across Instagram and Facebook, TikTok, YouTube, Pinterest, and LinkedIn.

Platforms apply labels two ways: self-disclosure (a toggle the creator sets) and automatic detection (provenance metadata, watermark checks like SynthID, and pixel-level classifiers). The automatic path is the one creators can't opt out of — content that trips any detection signal gets labeled even if the creator said nothing.

The label itself is usually mild, but the distribution penalty often isn't. Reports across platforms describe labeled content receiving a fraction of the reach of equivalent unlabeled content, because recommendation systems deprioritize it and some platforms let users hide AI content outright.

Humanization is about not tripping the automatic detection path in the first place. SynthGuard strips provenance metadata (C2PA / Content Credentials), disrupts watermarks (SynthID), and rebuilds the pixel-level signals classifiers score — so the automated systems don't apply a label. Disclosure rules for realistic depictions of real people or events are a separate, policy-level responsibility.