Imagine scrolling through your social media feed late at night and seeing a video that seems too scandalous to ignore. There is the Chief of the Indian Army, General Dhiraj Seth, apparently dancing closely with a woman, holding drinks in his hands, with the familiar logo of CNN appearing on the screen as though a major news outlet has just broken an explosive story. Within hours, the clip is everywhere. A social media user named Uzma Shah, whose bio identifies her as a Pakistani journalist, shares the video with a caption that screams “SHOCKING VIDEO” and claims the General was “spotted in another wild party moment” dancing with the wife of a junior officer. The inference is immediate and damaging: the highest-ranking military officer in India, a man entrusted with the nation’s security, is behaving in a compromising way. The video spreads because it feels real. It has the look of a television broadcast, the rhythm of a breaking news alert, and the kind of gossipy intimacy that makes people want to share it before asking questions. Several social media users accepted it at face value. Some expressed outrage, others mockery, and a few even offered explanations for why an Army Chief might be seen at a party. The problem, as a thorough fact-check would soon reveal, is that none of this actually happened. The entire clip was fabricated. It was built using artificial intelligence tools from an innocent original video, then repackaged with a false story and a fake CNN layout to make it look like credible journalism. Before the truth could catch up, the damage had already begun—reputations were smeared, tempers flared, and a false narrative was pushed into one of the most sensitive conversations in the region: the conduct and integrity of the Indian military. This is how a modern lie works: it borrows enough truth to look real and enough scandal to go viral.
The fact-checking team at Vishvas News did not accept the video at face value. Their first move was a keyword search, because if CNN had truly aired such a story, there would be at least some trace of it on the network’s website or social media channels. There was none. CNN had not published the report, and no credible news organization had picked it up. This alone was a red flag. But the team then looked carefully at the footage itself and began noticing strange details. The people in the video were not really moving. They seemed frozen in a loop while the camera and background shifted slightly. The real giveaway was the liquid in the glasses. When someone dances with a full drink, the liquid naturally swirls, tilts, and splashes. In this clip, the liquid remained perfectly still, as if the glasses were filled with gel. No clothing rippled, no heads bobbed naturally, no expressions changed. It was as if the video had been generated by an algorithm rather than captured by a camera. To test this suspicion, the investigators used multiple AI-detection tools. ZeroGPT returned a high probability that the clip was machine-generated. Meta’s AI detection system indicated that the video had been modified using artificial intelligence on August 23. Nvidia’s synthetic video detector gave the footage a synthetic score of 50.1 percent, far above the 30 percent threshold the tool uses to flag manipulated content. Together, these tools pointed in the same direction: the viral video was not a genuine recording of the Army Chief. It was a digital fake. The Indian Army’s official fact-check account on X also stepped in to debunk the clip, writing that several Pakistan-based social media handles were circulating a fake video featuring edited imagery of General Dhiraj Seth. The account described the campaign as “coordinated inauthentic behaviour” and explained that this kind of manipulation is a known tactic used by networks of accounts to spread misinformation. The Army’s response was swift and unequivocal, but the fact-checkers wanted to go deeper and find the origin of the original footage. They knew that the most convincing way to expose a deepfake is not just to call it fake, but to show people exactly how the trick was done.
The breakthrough came when the investigators extracted key frames from the viral video and ran them through Google Lens. That reverse image search led them to an Instagram account named “rhythiculous,” belonging to a user called Rhythm Gupta. On that account, they found the original video, posted on March 11. It showed the same dance moves, the same hand positions, the same way of holding a glass—but there was no Army Chief, no woman identified as a Major’s wife, and no scandal. This was an ordinary social media video, probably a dance performance or a casual moment at an event, that had been repurposed and manipulated. The side-by-side comparison made the deception obvious: the movements in the original footage matched perfectly with the viral version, except that the faces and context had been altered to create a false narrative. The investigators also found the image that had been placed at the bottom of the viral video: a photo of Supreet Sapra and her husband. That photo had originally been posted on Supreet Sapra’s own Instagram account on February 23, before her account was later closed. An archived link still allowed the image to be seen. When Vishvas News reached out to Supreet Sapra directly, she said, “The video is fake. All of this has been orchestrated by the Pakistani military.” The Army’s public relations officer, Colonel Nishant Arvind, confirmed the same: “The viral video is fake. It has already been debunked by the Army.” What had first appeared to be a shocking exposé was now unraveling into an elaborate hoax. The original video was real, but it had nothing to do with the Indian Army. The photograph was real, but it had been taken out of context and repurposed. The only thing truly original about the viral clip was the lie built around it. This kind of layered fabrication—real video, real people, false context—is what makes modern disinformation so difficult to spot. It is not a crude photoshop. It is a sophisticated collage of found materials, stitched together to tell a story that never happened.
This is not the first time such a tactic has been used, and it will not be the last. The misinformation ecosystem in the region has repeatedly produced fake videos designed to embarrass and destabilize the Indian Army. In a previous incident, a deepfake video featuring former Army Chief General Upendra Dwivedi was circulated with false claims, and fact-checkers had to step in to expose that too. The Indian Army has become so accustomed to these attacks that it now runs a dedicated official fact-check account on X, which actively monitors and debunks manipulated content. The account is not just a public relations tool; it is a line of defense in an information war where visuals are weaponized. The account that launched this latest fake video, Uzma Shah, describes herself as a Pakistani journalist. Her account was created recently, and her posting history suggests a pattern of sharing anti-India content. This does not mean every Pakistani journalist is involved in such campaigns, but it does fit a recognizable pattern: foreign social media accounts, often operating in coordinated groups, create and amplify content aimed at undermining the Indian military’s credibility. By the time the original video was traced, the lie had already traveled through multiple channels. It had been shared by ordinary users, picked up by aggregator pages, and even framed with a fake CNN graphic to make it appear legitimate. The use of a well-known news brand was a deliberate tactic. It gave the hoax an air of authority that made people less likely to question it. The goal was not simply to make one General look bad; it was to cast doubt on the entire institution he represents, and to plant suspicion in the minds of millions of people. When an institution as important as the Army becomes a target, the effects are felt beyond reputations—they ripple through public trust, morale, and even national security.
What makes this story so unsettling is that it is easy to see why people believed it. The video was not clumsy propaganda. It was carefully designed to exploit the way we consume information today: quickly, emotionally, and on devices that encourage us to react before we reflect. The visual language of a news broadcast, the sensational caption, the proximity of power and scandal, the entertainment of “getting caught”—all of these elements combine to bypass our critical thinking. In a world where anyone can share anything with one tap, the truth often arrives late and quietly, while lies arrive early and loudly. The result is that a decorated Army Chief, a woman who is the spouse of a serving officer, and the institution of the Indian Army all become characters in a fabricated story. Their reputations are put on trial in the court of social media, where there is no judge, no evidence, and no chance for the accused to speak before the verdict is delivered. This is the real danger of deepfakes. It is not just that they make us believe something false; they also make us distrust everything real. When any video can be faked, the instinct to question graphic evidence can tip into cynicism, and cynicism is exactly what the creators of such content want. They want people to think that leaders are corrupt, that institutions are unreliable, and that nothing can be trusted. In that space, division grows, morale is eroded, and the social fabric weakens. The most effective response is not simply to debunk individual videos—though that is vital—but to teach people how to pause, verify, and think before sharing. The viral army video is a perfect case study in why that lesson matters. It shows how a single synthetic clip can travel around the world before anyone stops to ask where it came from, who made it, and why.
At the end of the investigation, the conclusion was clear. The video purporting to show Indian Army Chief General Dhiraj Seth dancing with a Major’s wife was false. It was created and spread using AI technology, with a real video stripped of its original context and turned into a fake scandal. The Indian Army debunked it, the person named in the video denied it, and multiple independent tools confirmed it was synthetic. The claim, reviewed by Vishvas News, was rated false. But the deeper truth is that fact-checking is a race against virality. By the time the truth is established, the lie has already reached thousands, sometimes millions, of people. Some will never see the correction. Others will see it but refuse to accept it, because the lie fits more comfortably into the story they want to believe. This is why the burden of truth cannot rest only on fact-checkers and official debunking accounts. It must also rest on ordinary users. Before sharing a shocking video, ask a simple question: if this were really true, would the only source be a random social media account? Would the world’s major news organizations all miss it? Would the liquid in the glass remain perfectly still while people dance? The tools for verification are freely available: reverse image search, AI detection platforms, official fact-check websites, and simple critical thinking. They take only a minute, but they can stop a lie in its tracks. The next time a clip appears with a caption like “SHOCKING VIDEO,” remember this story. Remember that the man in the video was not there, the woman in the video was not involved, and the news network whose logo sat in the corner had never reported it. Remember that the only thing real about the video was the algorithm that created it, and the malice that spread it. And remember that you have the power to be the person who says, “Wait, I should check this first.” That pause is a small act of courage, and in a world of deepfakes, it is a necessary one.