Technical Solutions for Marking and Detecting AI- Generated Text Content in the Context of Article 50(2) AI Act

2026

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AI-generated summary

This report analyzes technical solutions for marking and detecting AI-generated text to comply with the AI Act's transparency requirements.

* Explores five methodologies for AI-generated text marking and detection: watermarking, structural marking, metadata, logging, and AI-generated text detection.
* Assesses these methodologies against key AI Act requirements like effectiveness, robustness, reliability, accessibility, and interoperability.
* Provides recommendations for best practices in implementing AI-generated text marking and detection techniques.

AI Act, AI-generated text, marking, detection, transparency

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