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SynthID is Google’s open-source tool that spots AI-created content (images, videos, text, audio) and embeds it with digital watermarks. You can download it from Hugging Face and the Responsible GenAI Toolkit.
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SynthID adjusts the probability score of every token predicted by the LLM. This, combined with the pattern of scores generated by the model’s choice of words, creates a unique, traceable watermark.
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Watermarking AI-generated content can help protect the rights of creators, fight against misleading information and harmful propaganda, verify news authenticity, and distinguish deepfakes.
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It is difficult to watermark facts as there is a slim chance of augmenting AI text without compromising accuracy. Additionally, if the generated text is completely rewritten or translated, SynthID might have trouble detecting it.
Image source: Canva
Google has taken a significant step toward addressing concerns about the unethical use of AI. With SynthID, Google aims to enhance transparency, accountability, and trust in digital content.
Image source: Canva