#FactCheck - Viral Video Claiming Snowfall Near Ambience Mall in Gurugram Is Misleading
A video circulating widely on social media claims to show snowfall near Ambience Mall in Gurugram, Haryana. The clip is being shared alongside assertions that Gurugram witnessed snowfall for the first time in its history amid a severe cold wave in January 2026. However, an research by Cyber Peace Foundation has found the claim to be misleading. Our verification reveals that the viral video is not recent and has been available online since March 2023.
The Claim
On 14 January 2026, a Facebook user shared the video with the caption,“Something truly unbelievable happened today — Gurgaon witnessed snowfall for the first time in its history!”Through this post, the user implied that the visuals showed snowfall near Ambience Mall during the ongoing cold wave.link and screeshot
- https://www.instagram.com/reel/DTfS9X9DyBo/?utm_source=ig_embed&ig_rid=239ddaf7-ec53-4b1d-8f3b-a5e39540b3ee
- https://archive.ph/JVjHf

Fact Check:
To verify the claim, we conducted a detailed search using relevant keywords but found no credible media reports or official statements to support it. Although Gurugram’s temperature dropped to 0.6 degrees Celsius amid an IMD-issued cold wave warning, there is no evidence to suggest that the city experienced snowfall or hail. As of January 16, 2026, weather records and official sources confirm that no such weather event occurred in Gurugram.
A reverse image search of keyframes extracted from the viral clip traced the same footage to a video uploaded on the YouTube channel Crazy Tube on March 21, 2023. This establishes that the video has been in circulation for nearly three years. In the original upload, the person filming clearly mentions that the visuals were recorded near a toll plaza, further indicating that the clip is unrelated to the recent weather conditions in Gurugram. Link and Screen Shot

We also came across an X (formerly Twitter) post from March 19, 2023, which featured images similar to those seen in the viral video. The post described the visuals as being from a hailstorm in Gurugram, indicating that the content predates the current weather conditions and is unrelated to the recent cold wave.

Conclusion:
The video is old and predates January 2026, and has been on the internet at least since March 2023. While Gurugram recorded a low of 0.6 degrees Celsius amid an IMD cold wave warning, the city did not experience snowfall or hail as of 16 January 2026. News reports from March 2023 confirm heavy rain and hail in Delhi and adjoining areas, including parts of Gurugram, but there is no evidence of snowfall in January 2026. Hence, the claim made in the post is MISLEADING.
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Introduction
Election misinformation poses a major threat to democratic processes all over the world. The rampant spread of misleading information intentionally (disinformation) and unintentionally (misinformation) during the election cycle can not only create grounds for voter confusion with ramifications on election results but also incite harassment, bullying, and even physical violence. The attack on the United States Capitol Building in Washington D.C., in 2021, is a classic example of this phenomenon, where the spread of dis/misinformation snowballed into riots.
Election Dis/Misinformation
Election dis/misinformation is false or misleading information that affects/influences public understanding of voting, candidates, and election integrity. The internet, particularly social media, is the foremost source of false information during elections. It hosts fabricated news articles, posts or messages containing incorrectly-captioned pictures and videos, fabricated websites, synthetic media and memes, and distorted truths or lies. In a recent example during the 2024 US elections, fake videos using the Federal Bureau of Investigation’s (FBI) insignia alleging voter fraud in collusion with a political party and claiming the threat of terrorist attacks were circulated. According to polling data collected by Brookings, false claims influenced how voters saw candidates and shaped opinions on major issues like the economy, immigration, and crime. It also impacted how they viewed the news media’s coverage of the candidates’ campaign. The shaping of public perceptions can thus, directly influence election outcomes. It can increase polarisation, affect the quality of democratic discourse, and cause disenfranchisement. From a broader perspective, pervasive and persistent misinformation during the electoral process also has the potential to erode public trust in democratic government institutions and destabilise social order in the long run.
Challenges In Combating Dis/Misinformation
- Platform Limitations: Current content moderation practices by social media companies struggle to identify and flag misinformation effectively. To address this, further adjustments are needed, including platform design improvements, algorithm changes, enhanced content moderation, and stronger regulations.
- Speed and Spread: Due to increasingly powerful algorithms, the speed and scale at which misinformation can spread is unprecedented. In contrast, content moderation and fact-checking are reactive and are more time-consuming. Further, incendiary material, which is often the subject of fake news, tends to command higher emotional engagement and thus, spreads faster (virality).
- Geopolitical influences: Foreign actors seeking to benefit from the erosion of public trust in the USA present a challenge to the country's governance, administration and security machinery. In 2018, the federal jury indicted 11 Russian military officials for alleged computer hacking to gain access to files during the 2016 elections. Similarly, Russian involvement in the 2024 federal elections has been alleged by high-ranking officials such as White House national security spokesman John Kirby, and Attorney General Merrick Garland.
- Lack of Targeted Plan to Combat Election Dis/Misinformation: In the USA, dis/misinformation is indirectly addressed through laws on commercial advertising, fraud, defamation, etc. At the state level, some laws such as Bills AB 730, AB 2655, AB 2839, and AB 2355 in California target election dis/misinformation. The federal and state governments criminalize false claims about election procedures, but the Constitution mandates “breathing space” for protection from false statements within election speech. This makes it difficult for the government to regulate election-related falsities.
CyberPeace Recommendations
- Strengthening Election Cybersecurity Infrastructure: To build public trust in the electoral process and its institutions, security measures such as updated data protection protocols, publicized audits of election results, encryption of voter data, etc. can be taken. In 2022, the federal legislative body of the USA passed the Electoral Count Reform and Presidential Transition Improvement Act (ECRA), pushing reforms allowing only a state’s governor or designated executive official to submit official election results, preventing state legislatures from altering elector appointment rules after Election Day and making it more difficult for federal legislators to overturn election results. More investments can be made in training, scenario planning, and fact-checking for more robust mitigation of election-related malpractices online.
- Regulating Transparency on Social Media Platforms: Measures such as transparent labeling of election-related content and clear disclosure of political advertising to increase accountability can make it easier for voters to identify potential misinformation. This type of transparency is a necessary first step in the regulation of content on social media and is useful in providing disclosures, public reporting, and access to data for researchers. Regulatory support is also required in cases where popular platforms actively promote election misinformation.
- Increasing focus on ‘Prebunking’ and Debunking Information: Rather than addressing misinformation after it spreads, ‘prebunking’ should serve as the primary defence to strengthen public resilience ahead of time. On the other hand, misinformation needs to be debunked repeatedly through trusted channels. Psychological inoculation techniques against dis/misinformation can be scaled to reach millions on social media through short videos or messages.
- Focused Interventions On Contentious Themes By Social Media Platforms: As platforms prioritize user growth, the burden of verifying the accuracy of posts largely rests with users. To shoulder the responsibility of tackling false information, social media platforms can outline critical themes with large-scale impact such as anti-vax content, and either censor, ban, or tweak the recommendations algorithm to reduce exposure and weaken online echo chambers.
- Addressing Dis/Information through a Socio-Psychological Lens: Dis/misinformation and its impact on domains like health, education, economy, politics, etc. need to be understood through a psychological and sociological lens, apart from the technological one. A holistic understanding of the propagation of false information should inform digital literacy training in schools and public awareness campaigns to empower citizens to evaluate online information critically.
Conclusion
According to the World Economic Forum’s Global Risks Report 2024, the link between misleading or false information and societal unrest will be a focal point during elections in several major economies over the next two years. Democracies must employ a mixed approach of immediate tactical solutions, such as large-scale fact-checking and content labelling, and long-term evidence-backed countermeasures, such as digital literacy, to curb the spread and impact of dis/misinformation.
Sources
- https://www.cbsnews.com/news/2024-election-misinformation-fbi-fake-videos/
- https://www.brookings.edu/articles/how-disinformation-defined-the-2024-election-narrative/
- https://www.fbi.gov/wanted/cyber/russian-interference-in-2016-u-s-elections
- https://indianexpress.com/article/world/misinformation-spreads-fear-distrust-ahead-us-election-9652111/
- https://academic.oup.com/ajcl/article/70/Supplement_1/i278/6597032#377629256
- https://www.brennancenter.org/our-work/policy-solutions/how-states-can-prevent-election-subversion-2024-and-beyond
- https://www.bbc.com/news/articles/cx2dpj485nno
- https://msutoday.msu.edu/news/2022/how-misinformation-and-disinformation-influence-elections
- https://misinforeview.hks.harvard.edu/article/a-survey-of-expert-views-on-misinformation-definitions-determinants-solutions-and-future-of-the-field/
- https://reutersinstitute.politics.ox.ac.uk/sites/default/files/2023-06/Digital_News_Report_2023.pdf
- https://www.weforum.org/stories/2024/03/disinformation-trust-ecosystem-experts-curb-it/
- https://www.apa.org/topics/journalism-facts/misinformation-recommendations
- https://mythvsreality.eci.gov.in/
- https://www.brookings.edu/articles/transparency-is-essential-for-effective-social-media-regulation/
- https://www.brookings.edu/articles/how-should-social-media-platforms-combat-misinformation-and-hate-speech/

Introduction
An age of unprecedented problems has been brought about by the constantly changing technological world, and misuse of deepfake technology has become a reason for concern which has also been discussed by the Indian Judiciary. Supreme Court has expressed concerns about the consequences of this quickly developing technology, citing a variety of issues from security hazards to privacy violations to the spread of disinformation. In general, misuse of deepfake technology is particularly dangerous since it may fool even the sharpest eye because they are almost identical to the actual thing.
SC judge expressed Concerns: A Complex Issue
During a recent speech, Supreme Court Justice Hima Kohli emphasized the various issues that deepfakes present. She conveyed grave concerns about the possibility of invasions of privacy, the dissemination of false information, and the emergence of security threats. The ability of deepfakes to be created so convincingly that they seem to come from reliable sources is especially concerning as it increases the potential harm that may be done by misleading information.
Gender-Based Harassment Enhanced
In this internet era, there is a concerning chance that harassment based on gender will become more severe, as Justice Kohli noted. She pointed out that internet platforms may develop into epicentres for the quick spread of false information by anonymous offenders who act worrisomely and freely. The fact that virtual harassment is invisible may make it difficult to lessen the negative effects of toxic online postings. In response, It is advocated that we can develop a comprehensive policy framework that modifies current legal frameworks—such as laws prohibiting sexual harassment online —to adequately handle the issues brought on by technology breakthroughs.
Judicial Stance on Regulating Deepfake Content
In a different move, the Delhi High Court voiced concerns about the misuse of deepfake and exercised judicial intervention to limit the use of artificial intelligence (AI)-generated deepfake content. The intricacy of the matter was highlighted by a division bench. The bench proposed that the government, with its wider outlook, could be more qualified to handle the situation and come up with a fair resolution. This position highlights the necessity for an all-encompassing strategy by reflecting the court's acknowledgement of the technology's global and borderless character.
PIL on Deepfake
In light of these worries, an Advocate from Delhi has taken it upon himself to address the unchecked use of AI, with a particular emphasis on deepfake material. In the event that regulatory measures are not taken, his Public Interest Litigation (PIL), which is filed at the Delhi High Court, emphasises the necessity of either strict limits on AI or an outright prohibition. The necessity to discern between real and fake information is at the center of this case. Advocate suggests using distinguishable indicators, such as watermarks, to identify AI-generated work, reiterating the demand for openness and responsibility in the digital sphere.
The Way Ahead:
Finding a Balance
- The authorities must strike a careful balance between protecting privacy, promoting innovation, and safeguarding individual rights as they negotiate the complex world of deepfakes. The Delhi High Court's cautious stance and Justice Kohli's concerns highlight the necessity for a nuanced response that takes into account the complexity of deepfake technology.
- Because of the increased complexity with which the information may be manipulated in this digital era, the court plays a critical role in preserving the integrity of the truth and shielding people from the possible dangers of misleading technology. The legal actions will surely influence how the Indian judiciary and legislature respond to deepfakes and establish guidelines for the regulation of AI in the nation. The legal environment needs to change as technology does in order to allow innovation and accountability to live together.
Collaborative Frameworks:
- Misuse of deepfake technology poses an international problem that cuts beyond national boundaries. International collaborative frameworks might make it easier to share technical innovations, legal insights, and best practices. A coordinated response to this digital threat may be ensured by starting a worldwide conversation on deepfake regulation.
Legislative Flexibility:
- Given the speed at which technology is advancing, the legislative system must continue to adapt. It will be required to introduce new legislation expressly addressing developing technology and to regularly evaluate and update current laws. This guarantees that the judicial system can adapt to the changing difficulties brought forth by the misuse of deepfakes.
AI Development Ethics:
- Promoting moral behaviour in AI development is crucial. Tech businesses should abide by moral or ethical standards that place a premium on user privacy, responsibility, and openness. As a preventive strategy, ethical AI practices can lessen the possibility that AI technology will be misused for malevolent purposes.
Government-Industry Cooperation:
- It is essential that the public and commercial sectors work closely together. Governments and IT corporations should collaborate to develop and implement legislation. A thorough and equitable approach to the regulation of deepfakes may be ensured by establishing regulatory organizations with representation from both sectors.
Conclusion
A comprehensive strategy integrating technical, legal, and social interventions is necessary to navigate the path ahead. Governments, IT corporations, the courts, and the general public must all actively participate in the collective effort to combat the misuse of deepfakes, which goes beyond only legal measures. We can create a future where the digital ecosystem is safe and inventive by encouraging a shared commitment to tackling the issues raised by deepfakes. The Government is on its way to come up with dedicated legislation to tackle the issue of deepfakes. Followed by the recently issued government advisory on misinformation and deepfake.
References:

Introduction
In the face of escalating cybercrimes in India, criminals are adopting increasingly inventive methods to deceive victims. Imagine opening your phone to the notification of an incoming message from a stranger with a friendly introduction - a beginning that appears harmless, but is the beginning of an awful financial nightmare. "Pig Butchering '' scam—an increasingly sophisticated form of deception that's gaining more widespread popularity. Unlike any other scams, this one plays a long game, spinning a web of trust before it strikes. It's a modern-day financial thriller happening in the real world, with real victims. "pig butchering" scam, involves building trust through fake profiles and manipulating victims emotionally to extort money. The scale of such scams has raised concerns, emphasising the need for awareness and vigilance in the face of evolving cyber threats.
How does 'Pig Butchering' Scam Work?
At its core, the scam starts innocuously, often with a stranger reaching out via text, social media, or apps like WhatsApp or WeChat. The scammer, hiding behind a well-crafted and realistic online persona, seeks to forge a connection. This could be under the pretence of friendship or romance, employing fake photos and stories to seem authentic. Gradually, the scammer builds a rapport, engaging in personal and often non-financial conversations. They may portray themselves as a widow, single parent, or even a military member to evoke empathy and trust. Over time, this connection pivots to investment opportunities, with the scammer presenting lucrative tips or suggestions in stocks or cryptocurrencies. Initially, modest investments are encouraged, and falsified returns are shown to lure in larger sums. Often, the scammer claims affiliation with a profitable financial institution or success in cryptocurrency trading. They direct victims to specific, usually fraudulent, trading platforms under their control. The scam reaches its peak when significant investments are made, only for the scammer to manipulate the situation, block access to the trading platform, or vanish, leaving the victim with substantial losses.
Real-Life Examples and Global Reach
These scams are not confined to one region. In India, for instance, scammers use emotional manipulation, often starting with a WhatsApp message from an unknown, attractive individual. They pose as professionals offering part-time jobs, leading victims through tasks that escalate in investment and complexity. These usually culminate in cryptocurrency investments, with victims unable to withdraw their funds, the money often traced to accounts in Dubai.
In the West, several cases highlight the scam's emotional and financial toll: A Michigan woman was lured by an online boyfriend claiming to make money from gold trading. She invested through a fake brokerage, losing money while being emotionally entangled. A Canadian man named Sajid Ikram lost nearly $400,000 in a similar scam, initially misled by a small successful withdrawal. In California, a man lost $440,000, succumbing to pressure to invest more, including retirement savings and borrowed money. A Maryland victim faced continuous demands from scammers, losing almost $1.4 million in hopes of recovering previous losses. A notable case involved US authorities seizing about $9 million in cryptocurrency linked to a global pig butchering scam, showcasing its extensive reach.
Safeguarding Against Such Scams
Vigilance is crucial to prevent falling victim to these scams. Be skeptical of unsolicited contacts and wary of investment advice from strangers. Conduct thorough research before any financial engagement, particularly on unfamiliar platforms. Indian Cyber Crime Coordination Center warns of red flags like sudden large virtual currency transactions, interest in high-return investments mentioned by new online contacts, and atypical customer behaviour.
Victims should report incidents to various Indian and foreign websites and the Securities Exchange Commission. Financial institutions are advised to report suspicious activities related to these scams. In essence, the pig butchering scam is a cunning blend of emotional manipulation and financial fraud. Staying informed and cautious is key to avoiding these sophisticated traps.
Conclusion
The Pig Butchering Scams are one of the many new breeds of emerging cyber scams that have become a bone of contention for cyber security organisations. It is imperative for netizens to stay vigilant and well-informed about the dynamics of cyberspace and emerging cyber crimes.
References
- https://www.sentinelassam.com/more-news/national-news/from-impersonating-cbi-officers-to-pig-butchering-cyber-criminals-get-creative
- https://hiindia.com/from-impersonating-cbi-officers-to-pig-butchering-cyber-criminals-get-creative/