Use AB 853 Detection Tools to Audit Exports
AB 853 forces large GenAI systems to publish provenance detection tools. Use them to QA your own exports and verify what an agency actually delivered.
9 min read
China requires explicit and implicit AI labels
China's labelling measures have required both a visible label and a metadata or watermark label since 1 September 2025. What to attach before you distribute.
8 min read
Durable Content Credentials: three layers
Manifest, invisible watermark and perceptual fingerprint survive different attacks and each fails somewhere. What your provenance claim actually proves.
9 min read
How Meta decides to show an AI Info label
Meta's AI Info label fires from four independent signals. Which ones you control, which you don't, and how a mostly-photographic image ends up labelled.
9 min read
New York's synthetic performer ad disclosure
Since 9 June 2026, ads reaching New York consumers with a fully synthetic human performer need a conspicuous disclosure. Scope, exemption and penalties.
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The EU's Three AI Disclosure Icons
The EU's marking Code of Practice finalised three official disclosure icons. Where they belong on a video, and why they stack with platform labels.
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TikTok bans synthetic private individuals
TikTok prohibits realistic synthetic media of real private individuals outright, so a label is not a defence. A consent-first workflow for real-person likeness.
8 min read
TikTok Labels Uploads Carrying Content Credentials
TikTok watermarks uploads that arrive with C2PA credentials attached. That makes attaching provenance a labelling decision your toolchain is already making.
7 min read
Two AI Transparency Laws, One Start Date
EU Article 50 and California's AB 853 both went operative on 2 August 2026. What each asks of a creator selling into both markets, and the gap neither closes.
8 min read
Why C2PA manifests die on upload
A C2PA manifest is a hash over exact bytes, so re-encodes and screenshots kill it by design. How to find the hop in your pipeline where provenance is lost.
9 min read
AI Content Detection and Platform Labels in 2026
AI content detection and platform labels in 2026: how watermarks and metadata actually work, what each platform expects, and a disclosure playbook.
7 min read
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