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YouTube Launches AI to Detect, Remove Deepfakes

Serge Bulaev by Serge Bulaev
October 23, 2025
in AI News & Trends
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YouTube Launches AI to Detect, Remove Deepfakes
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YouTube’s new AI tool helps detect and remove deepfake videos that use a creator’s likeness without permission. This system gives creators an effective way to combat the rise in generative AI scams, which can erode viewer trust and cause significant reputational harm.

How the scanner works

YouTube’s AI tool works by comparing uploaded videos against a creator’s verified biometric data. Partner Program members provide a selfie video and ID, creating a reference file. The system then scans new content for facial and vocal matches, flagging potential deepfakes for the creator to review.

The system uses neural models to analyze facial geometry and vocal patterns against the reference files. As reported by TechCrunch, flagged videos appear in a dedicated “Likeness” tab in YouTube Studio. From there, creators can request removal, archive the clip, contact the uploader, or ignore it.

To use the tool, creators in the YouTube Partner Program must submit a government ID and a brief selfie video. According to Music Business Worldwide, this verification process is key to preventing fraudulent claims.

Early performance and user sentiment

The tool has shown strong initial results. In its first 30 days, RouteNote reported over 18,000 takedown requests were processed, with a 92% success rate after human confirmation. Creators praise its efficiency, as most removals are completed within six hours.

However, some key concerns remain:
– Protection is not yet available for smaller creators outside the Partner Program.
– Some users are hesitant to provide their biometric data.
– False positives occur in about 3% of cases, often flagging family members who look similar.

Legal and industry backdrop

This tool launch aligns with increasing legal pressure on platforms to manage AI-generated content. Laws like California’s AB-2655 and the federal TAKE IT DOWN Act now mandate swift action on deceptive or explicit deepfakes.

YouTube’s proactive policy puts it ahead of competitors. Meta is experimenting with watermarking on Instagram Reels, while TikTok requires disclosure labels, but neither offers automated likeness detection for creators. As a result, analysts view YouTube’s scanner as a critical test case for new industry standards.

What creators should do next

  1. Enroll in the Partner Program and finish identity checks.
  2. Upload a clear selfie video under consistent lighting.
  3. Monitor the Likeness tab weekly for flagged copies.
  4. File removal requests promptly to limit algorithmic spread.

Creators can opt out of the system at any time, and scanning will stop within 24 hours, though policy strikes for abusive deepfakes found by other means will still apply. As the technology matures and regulations tighten, the feature is expected to expand to smaller channels.

Serge Bulaev

Serge Bulaev

CEO of Creative Content Crafts and AI consultant, advising companies on integrating emerging technologies into products and business processes. Leads the company’s strategy while maintaining an active presence as a technology blogger with an audience of more than 10,000 subscribers. Combines hands-on expertise in artificial intelligence with the ability to explain complex concepts clearly, positioning him as a recognized voice at the intersection of business and technology.

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