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FindArticles > News > Technology

Meta Oversight Board Supports Labels For Manipulated Videos

Gregory Zuckerman
Last updated: November 28, 2025 9:07 pm
By Gregory Zuckerman
Technology
6 Min Read
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Meta’s independent Oversight Board has decided that manipulated videos may stay on Facebook as long as they are labeled more clearly and firmly, siding with a policy that prioritizes transparency and friction over fakes. The ruling came from a case that included a viral clip that falsely claimed global protests were in the works to abet Philippine President Rodrigo Duterte.

The board found that the post should have been escalated and marked as “high-risk” misinformation, but that it did not break Meta’s narrow rules on civic-process deception, which concern false claims about how to vote, including eligibility or voter suppression tactics. The takeaway: Keep the video up, but make the warning so big that you can’t miss it — and move faster when clones re-emerge.

Table of Contents
  • What the Ruling Actually Says About Manipulated Videos
  • Why Labels Are Preferred Over Takedowns on Facebook
  • Where This Fits in Meta’s Rulebook on Manipulated Media
  • Election Risks and the Road Forward for Meta’s Policies
Meta Oversight Board supports labels for manipulated videos and deepfakes

What the Ruling Actually Says About Manipulated Videos

A user appealed Meta’s decision not to take down the video, and the Oversight Board found that it used miscaptioned and misdescribed footage to give a misleading impression of widespread pro-Duterte rallies. But as the content did not explicitly tell people to avoid voting, give incorrect dates for voting, or mislead them on ballot procedures, it fell outside Meta’s core civic misinformation bans.

Rather than requiring removal, the board encouraged Meta to label such posts more clearly and to create a category it called “High-Risk” for photorealistic, digitally altered media that could misleadingly harm the public during events of importance. It also called on tech companies to enact systemic changes:

  • Prioritize reviewing identical or nearly identical reuploads
  • Fast-track fact-checks when a post starts spreading widely
  • Use all enforcement options available consistently

Why Labels Are Preferred Over Takedowns on Facebook

This approach tries to find a balance between harm reduction and free expression. Labels and distribution restrictions flag certain content but do not completely erase it, an approach favored by the board in its prior guidance about manipulated media and AI-generated content.

False news on social media is 70% more likely to be retweeted than true stories, researchers at MIT found, which means that slowing speed and adding context can matter as much as yes-or-no removal decisions. As applied, those big labels and cutoffs in reach, and the prompts that create “friction” before sharing information, can soften such impact while maintaining access to information for scrutiny and reporting.

Where This Fits in Meta’s Rulebook on Manipulated Media

Meta has rules against manipulated media and civic integrity as part of a larger “false information” policy enforced in partnership with third-party fact-checkers certified by the International Fact-Checking Network. More often, fact-checked posts are labeled and downranked, instead of being removed — except in cases where they pose particular harms like voter suppression or safety dangers.

The Facebook logo, a white lowercase f on a blue circle, centered on a light blue background with subtle hexagonal patterns.

A proposed new “High-Risk” label from the board would provide a clearer tiering system for certain deceptive, photorealistic edits and AI-generated video when such videos appear at pivotal points in time. It’s also in line with the industry shift toward provenance and disclosure, signaled by endeavors such as the Content Authenticity Initiative and C2PA standards for content metadata, which Meta has publicly announced plans to support through labeling and detecting AI-generated imagery.

The decision is an implicit challenge to Meta to invest in the plumbing: better detection of altered forms of media, trustworthy signaling of metadata, strong escalation paths toward virality, and a level of human review that can underpin automated systems. Without those ingredients, labels could end up serving as cosmetic rather than corrective.

Election Risks and the Road Forward for Meta’s Policies

With an active global election cycle and available synthetic media tools, manipulated political video presents a clear threat for voter confusion and reputational damage. The Duterte example illustrates a bigger trend: polished-looking but misleading content, made with recycled footage and minor edits, can spread quickly through reuploads and cross-platform sharing.

The Board’s recommendations follow similar measures elsewhere. However, YouTube now forces creators to disclose if content is realistic synthetic media, and TikTok requires that AI-generated media designed to deceive the viewer is labeled. Across platforms, the movement is toward conspicuous disclosure combined with distribution throttles — not blanket bans — as long as content doesn’t cross bright-line rules around civic interference or safety.

For Meta, the proof will be in the execution.

  • Labels need to be large and consistent, and arrive on time
  • Reposts need rapid, near-duplicate detection
  • Fact-checkers need clear escalations when misinformation videos spike
  • Users should see meaningful context at the time they are sharing

The Oversight Board’s message is clear: keep manipulated videos available when they don’t break core civic rules, but make their nature unmistakable and attenuate their spread. If Meta goes through with a “High-Risk” label and stricter escalation mechanism, Facebook’s feed could become less friendly to viral deception — without tipping into over-removal that chills healthy political speech.

Gregory Zuckerman
ByGregory Zuckerman
Gregory Zuckerman is a veteran investigative journalist and financial writer with decades of experience covering global markets, investment strategies, and the business personalities shaping them. His writing blends deep reporting with narrative storytelling to uncover the hidden forces behind financial trends and innovations. Over the years, Gregory’s work has earned industry recognition for bringing clarity to complex financial topics, and he continues to focus on long-form journalism that explores hedge funds, private equity, and high-stakes investing.
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