NCA-GENM - Trustworthy AI - Section 7.1

Understand content authenticity in generated media.

Describe the challenge of verifying whether media - text, image, audio, or video - was generated by an AI model versus captured from reality. Recognise mechanisms such as digital watermarking, provenance metadata, and content credentials that support authenticity verification.

Content authenticity

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