#FactCheck: Scripted Video Falsely Claims Indian Father Married His Biological Daughter Over Dowry
Executive Summary
A video is going viral on social media, claiming that an Indian Hindu father married his own biological daughter because he could not afford to pay her dowry. CyberPeace Research found that the video features scripted content being presented as a real-life incident, making the claim misleading. The claim that the man married his own biological daughter is false.
Claim:
A video is being shared on social media with the claim that an Indian Hindu father married his own biological daughter because he was unable to afford her dowry.
https://x.com/i/birdwatch/t/2112470461011599390?source=6

Fact Check
To verify the viral video, we conducted a reverse image search of its keyframes. However, we did not find any credible media reports about the incident. As the next step in our research, we found the video on a Facebook account named Kundan Kumar Mukhiya, where the creator had identified the video as scripted content.
https://www.facebook.com/reel/1170873325369168

As the next step in our research, we found another video on the same page, which was also identified as scripted content.

We examined the user's Facebook account and found that he is a content creator who makes scripted videos.

Conclusion
Our research found that the video features scripted content being shared with a misleading claim, presenting it as a real-life incident. The claim that the man married his own biological daughter is false.
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Introduction
As our experiments with Generative Artificial Intelligence (AI) continue, companies and individuals look for new ways to incorporate and capitalise on it. This also includes big tech companies betting on their potential through investments. This process also sheds light on how such innovations are being carried out, used, and affect other stakeholders. Google’s AI overview feature has raised concerns from various website publishers and regulators. Recently, Chegg, a US-based tech education company that provides online resources for high school and college students, has filed a lawsuit against Google alleging abuse of monopoly over the searching mechanism.
Legal Background
Google’s AI Overview/Search Generative Experience (SGE) is a feature that incorporates AI into its standard search tool and helps summarise search results. This is then presented at the top, over the other published websites, when one looks for the search result. Although the sources of the information present are linked, they are half-covered, and it is ambiguous to tell which claims made by the AI come from which link. This creates an additional step for the searcher as, to find out the latter, their user interface requires the searcher to click on a drop-down box. Individual publishers and companies like Chegg have argued that such summaries deter their potential traffic and lead to losses as they continue to bid higher for advertisement services that Google offers, only to have their target audience discouraged from visiting their websites. What is unique about the lawsuit that has been filed by Chegg, is that it is based on anti-trust law rather than copyright law, which it has dealt with previously. In August 2024, a US Federal Judge had ruled that Google had an illegal monopoly over internet search and search text advertising markets, and by November, the US Department of Justice (DOJ) filed its proposed remedy. Some of them were giving advertisers and publishers more control of their data flowing through Google’s products, opening Google’s search index to the rest of the market, and imposing public oversight over Google’s AI investments. Currently, the DOJ has emphasised its stand on dismantling the search monopoly through structural separations, i.e., divesting Google of Chrome. The company is slated to defend itself before the DC District Court Judge Amit Mehta starting April 20, 2025.
CyberPeace Insights
As per a report by Statista (Global market share of leading search engines 2015-2025), Google, as the market leader, held a search traffic share of around 89.62 per cent. It is also stated that its advertising services account for the majority of its revenue, which amounted to a total of 305.63 billion U.S. dollars in 2023. The inclusion of the AI feature is undoubtedly changing how we search for things online. Benefits for users include an immediate, convenient scan of general information pertaining to the looked-up subject, but it may also raise concerns on the part of the website publishers and their loss of ad revenue owing to fewer impressions/clicks. Even though links (sources) are mentioned, they are usually buried. Such a searching mechanism questions the incentive on both ends- the user to explore various viewpoints, as people are now satisfied with the first few results that pop up, and the incentive for a creator/publisher to create new content as well as generate an income out of it. There might be a shift to more passive consumption rather than an active one, where one looks up/or is genuinely searching for information.
Conclusion
AI might make life more convenient, but in this case, it might also take away from small businesses, their finances, and the results of their hard work. It is also necessary for regulators, publishers, and users to continue asking such critical questions to keep the accountability of big tech giants in check, whilst not compromising their creations and publications.
References
- https://www.washingtonpost.com/technology/2024/05/13/google-ai-search-io-sge/
- https://www.theverge.com/news/619051/chegg-google-ai-overviews-monopoly
- https://economictimes.indiatimes.com/tech/technology/google-leans-further-into-ai-generated-overviews-for-its-search-engine/articleshow/118742139.cms?from=mdr
- https://www.nytimes.com/2024/12/03/technology/google-search-antitrust-judge.html
- https://www.odinhalvorson.com/monopoly-and-misuse-googles-strategic-ai-narrative/
- https://cio.economictimes.indiatimes.com/news/artificial-intelligence/google-leans-further-into-ai-generated-overviews-for-its-search-engine/118748621
- https://www.techpolicy.press/the-elephant-in-the-room-in-the-google-search-case-generative-ai/
- https://www.karooya.com/blog/proposed-remedies-break-googles-monopoly-antitrust/
- https://getellipsis.com/blog/googles-monopoly-and-the-hidden-brake-on-ai-innovation/
- https://www.statista.com/statistics/266249/advertising-revenue-of-google/#:~:text=Google:%20annual%20advertising%20revenue%202001,local%20products%20are%20more%20preferred.
- https://www.statista.com/statistics/1381664/worldwide-all-devices-market-share-of-search-engines/
- https://www.techpolicy.press/doj-sets-record-straight-of-whats-needed-to-dismantle-googles-search-monopoly/

Introduction
Human Trafficking has been a significant concern and threat to society for a very long time. The aspects of our physical safety also have been influenced by human traffickers and the modus operandi they have adopted and deployed over the years. We are always cautious of younger children in regard to trafficking whenever we go out to crowded or unknown places. This concern and threat have also migrated to cyberspace and now pose new and different tangents of threats. These crimes are committed using technology and are further substantiated by different cybercrimes.
What is Cyber-Enabled Human Trafficking?
Cyber-enabled human trafficking is the new evolution of human trafficking in the digital age. Bad actors lure the victims via the internet and use social engineering to exploit their vulnerabilities to get them into their traps. In today's time, crime is often substantiated in lieu of fake job offers and a better lifestyle in new and major metropolitan cities. Now this crime has gone beyond the geographical boundaries of our nation, and often the victims end up in remote locations in the Middle East or South East Asia.
Cybercrime Hubs in Myanmar
The reports have indicated that a lot of trafficked victims are taken down to various cybercrime hubs in Myanmar. The victims are often lured on the pretext of job offers overseas, which pay handsomely. The victims make their way into the foreign nation but are then cornered by the bad actors and are segregated and taken into different hubs. The victims are often school graduates and seek basic jobs for their earnings. The victims are taken into Cybercrime hubs which Chinese syndicate criminals allegedly run.The victims are kept in tough conditions, beaten up, and held captive in remote jungles. Once the victim has lost hope, the criminals train them to commit cyber frauds like phishing. The victims are given scripts and mobile numbers to commit cybercrimes. The victims are given targets to ensure their survival, and due to the dark and threatening conditions, the victims just give up on the demands just to remain alive. Some of the victims make their way back home as well, but that is after 6-7 years of such constant torture and abuse to commit cybercrimes. The majority of such survivors face trouble seeking legal assistance as the criminals are almost impossible to track, thus making redressal for crimes and rehabilitation for survivors tough.
How to stay safe?
The criminals in such acts often target the vulnerable sector of the population, these people generally hail from tier 3 towns and rural areas. These victims aspire for a better life and earning opportunities, and due to less education and minimal awareness, they fail to see the traps set by the victims. The population at large can deploy the following measures and safe practices to avoid such horrific threats-
- Avoid Stranger interaction: Avoid interacting with strangers on any online platform or portal. Social media sites are the most used platforms by bad actors to make contact with potential victims.
- Do not Share: Avoid sharing any personal information with anyone online, and avoid filling out third-party surveys/forms seeking personal information.
- Check, Check and Recheck: Always be on alert for threats and always check and cross-check any link or platform you use or access.
- Too good to be true: If something feels like Too good to be true, it probably is and hence avoid falling for attractive job offers and work-from-home opportunities on social media platforms.
- Know your helplines: One should know the helpline numbers to make sure to exercise the reporting duty and also encourage your family members to report in case of any threat or issue.
- Raise Awareness: It is the duty of all netizens to raise awareness in society to arm more people against cybercrimes and fraud.
Conclusion
The name of cybercriminals is spreading all across the ecosystems, and now the technology is being deployed by such bad actors to even substantiate physical crimes. We need to be on alert and remain aware of such crimes and the modus Operandi of cyber criminals. Awareness and education are our best weapons to combat the threats and issues of cyber-enabled human trafficking, as the criminals feed on our vulnerabilities, lets eradicate them for once and for all and work towards creating a wholesome safe cyber ecosystem for all.https://www.scmp.com/week-asia/politics/article/3228543/inside-chinese-run-crime-hubs-myanmar-are-conning-world-we-can-kill-you-here

Executive Summary
A video is going viral on social media with the claim that ₹500 Indian currency notes were found inside a bag during the floods in Nepal. A research by CyberPeace’s research wing found that the video is not from the recent floods in Nepal, but from Vrindavan in Uttar Pradesh. The video was uploaded on July 14 by an Instagram creator on their account. The 30-second video shows people travelling in a boat finding a bag floating in the water, from which several ₹500 currency notes are pulled out.
Claim:
The video has been shared on X with a caption claiming that Nepal is witnessing widespread destruction following severe floods, with people seen wading through muddy, debris-filled water to search for and recover their belongings. The caption further claims that people found a bag containing ₹500 Indian currency notes and were seen rejoicing over the discovery. It also cautions that entering fast-flowing, debris-filled floodwater is extremely dangerous.
https://x.com/SanjuKu79832010/status/2093238274206887946

Fact Check:
To verify the viral video claiming that a bag containing ₹500 Indian currency notes was found during the floods in Nepal, we conducted a reverse image search using keyframes from the footage. The search led us to a video uploaded on the Instagram account ‘parshuram_676’ on July 14, 2024.
https://www.instagram.com/p/Daw7aYJAjoc/

Additionally, we found the same boat seen in the viral video in several other videos uploaded on the same Instagram account.

Not only that, we also found several videos with visuals similar to those in the viral video uploaded on the same video creator’s Facebook account. The information provided on the Facebook account also lists Vrindavan, Uttar Pradesh, as the location.
https://www.facebook.com/profile.php?id=61567184794045

Conclusion:
The evidence gathered during our research clearly establishes that the video being circulated with the claim that ₹500 Indian currency notes were found inside a bag during the floods in Nepal was actually filmed by a video creator in Vrindavan, Uttar Pradesh.