Deepfake visible labeling embeds unmistakable watermarks or tags directly onto AI-generated media, signaling manipulated content at first glance. Platforms and regulators use these markers to curb misinformation, while everyday viewers gain instant clarity on authenticity. News outlets, social networks, and policymakers benefit most, as labeling fosters transparency and trust in digital spaces.
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