Frequently Asked Questions

AI Disclosure: Legal Requirements & Compliance

What is AI disclosure and why is it important?

AI disclosure is the practice of marking content as AI-generated or AI-assisted so that audiences, platforms, and regulators can identify it. This involves both human-readable signals (such as labels or captions) and machine-readable signals embedded in the file for automated detection. The importance of AI disclosure has increased as regulations now require clear identification to avoid legal and reputational risks. Note: Not all jurisdictions have the same requirements; always check local laws. Source

Is AI disclosure legally required?

Yes, AI disclosure is increasingly a legal requirement. The EU AI Act's Article 50 transparency obligations, entering force in August 2026, require AI-generated content to be marked in machine-readable formats. California's SB 942, effective January 2026, also mandates disclosure. Compliance is now essential for brands to avoid legal exposure. Note: Enforcement and specifics may vary by region; consult legal counsel for your jurisdiction. Source

What are the two layers of AI disclosure?

AI disclosure operates on two layers: (1) a human-readable signal, such as a label, caption, or stated note, and (2) a machine-readable signal embedded in the file so platforms and AI systems can detect it automatically. Increasingly, regulations require the machine-readable layer for compliance. Note: Implementation details may differ depending on the platform or content type. Source

What is the EU AI Act's role in AI disclosure?

The EU AI Act's Article 50 transparency obligations, entering force in August 2026, require AI-generated content to be marked in machine-readable formats. This regulation makes disclosure a compliance requirement for brands operating in or distributing content to the EU. Note: The Act's requirements may evolve; monitor official EU sources for updates. Source

What is California's SB 942 and how does it affect AI disclosure?

California's SB 942, effective January 2026, mandates disclosure of AI-generated content. This law requires brands to mark AI-generated assets, making compliance essential to avoid legal exposure in California. Note: Other states may have different or additional requirements. Source

Implementation & Best Practices

How should brands disclose AI-generated or AI-assisted influencer content?

Brands should provide explicit, upfront disclosure whenever AI materially contributes to influencer content (such as AI-generated imagery, video, captions, or use of a virtual persona). Disclosure should be placed where the consumer will actually see it (in-caption for static posts, on-screen for video), not buried in profile bios. This matches both FTC Endorsement Guides and platform-level labeling requirements from Meta, TikTok, and YouTube. Note: Platform policies and FTC guidance may change; always verify current requirements. Source

What are the key components defined by a synthetic disclosure policy?

The key components defined by a synthetic disclosure policy include: (1) thresholds for AI involvement that trigger disclosure, (2) the mechanics of disclosure (such as which label to use), (3) which channels to disclose on, (4) what machine-readable marking to apply, and (5) who signs off on the disclosure. These elements ensure that disclosure is consistent and meets regulatory requirements. Note: Policy details may vary by organization and jurisdiction. Source

Related Terms & Resources

What related glossary terms are important for understanding AI disclosure?

Key related glossary terms include Synthetic Media, AI Watermarking, Synthetic Disclosure Policy, and C2PA. These terms provide additional context for understanding the requirements and technical aspects of AI disclosure. Note: Definitions and relevance may evolve as the regulatory landscape changes.

AI Disclosure

AI disclosure is the practice of marking content as AI-generated or AI-assisted so audiences, platforms, and regulators can identify it.

Disclosure operates on two layers: a human-readable signal — a label, a caption, a stated note — and a machine-readable signal embedded in the file so platforms and AI systems can detect it automatically. Regulation increasingly requires the second.

The EU AI Act's Article 50 transparency obligations, entering force in August 2026, require AI-generated content to be marked in machine-readable formats. California's SB 942 took effect in January 2026. For brands, AI disclosure has moved from an ethics question to a compliance requirement — and an unmarked AI asset is now a legal exposure, not just a reputational one.

FAQ

What is AI disclosure?

It is the practice of marking content as AI-generated or AI-assisted so audiences, platforms, and regulators can identify it.

Is AI disclosure legally required?

Increasingly, yes. The EU AI Act's Article 50 obligations entering force in August 2026 require machine-readable marking of AI-generated content.