#FactCheck: Fake viral AI video captures a real-time bridge failure incident in Bihar
Executive Summary:
A video went viral on social media claiming to show a bridge collapsing in Bihar. The video prompted panic and discussions across various social media platforms. However, an exhaustive inquiry determined this was not real video but AI-generated content engineered to look like a real bridge collapse. This is a clear case of misinformation being harvested to create panic and ambiguity.

Claim:
The viral video shows a real bridge collapse in Bihar, indicating possible infrastructure failure or a recent incident in the state.
Fact Check:
Upon examination of the viral video, various visual anomalies were highlighted, such as unnatural movements, disappearing people, and unusual debris behavior which suggested the footage was generated artificially. We used Hive AI Detector for AI detection, and it confirmed this, labelling the content as 99.9% AI. It is also noted that there is the absence of realism with the environment and some abrupt animation like effects that would not typically occur in actual footage.

No valid news outlet or government agency reported a recent bridge collapse in Bihar. All these factors clearly verify that the video is made up and not real, designed to mislead viewers into thinking it was a real-life disaster, utilizing artificial intelligence.
Conclusion:
The viral video is a fake and confirmed to be AI-generated. It falsely claims to show a bridge collapsing in Bihar. This kind of video fosters misinformation and illustrates a growing concern about using AI-generated videos to mislead viewers.
Claim: A recent viral video captures a real-time bridge failure incident in Bihar.
Claimed On: Social Media
Fact Check: False and Misleading
Related Blogs

Introduction
Social media platforms serve as an ideal breeding ground for cybercrime. A new fraud called ‘WhatsApp Pink’ has emerged, promising new features and an improved UI. Several law enforcement and government agencies have already issued severe caution against the program, which is used to hack mobile phones and steal personal information.
What is a pink WhatsApp Scam?
WhatsApp is on a roll with new features, but the messaging app is also experiencing an increase in a new type of scam. The WhatsApp Pink scam, as it is known, is gaining steam. Police and government organisations in several states, including Mumbai, Kerala, and Karnataka, have warned about the scam. A North Region cybercrime wing tweet warned, “WHATSAPP PINK – A Red Alert for Android Users.” The government’s cybersecurity organisations have warned about the rise in pink WhatsApp scams.
Scammers and hackers target WhatsApp users with fake messages via the network in this scam. According to reports, the message contains a link directing users to download WhatsApp Pink, a bogus messaging program. According to sources, scammers are targeting many people with the promise that the next version will have a better interface and additional features.
The application also steals critical financial information such as OTP, bank account information, and contact information. When people open the link, harmful software is installed on their mobile phones, and scammers get access to the phones. The user may even lose access to their phone by downloading the app.
According to the advisory
The news about ‘New Pink Look WhatsApp with extra features’ recently circulating among WhatsApp users is a hoax that can lead to hacking of your mobile through malicious software.” It is uncommon for fraudsters to devise new tricks and methods to entice naive consumers into falling into their trap and committing cyber fraud. It is the users’ responsibility to be Aware, Alert, and Attentive to these types of frauds in order to be safe and secure in the digital world.”
The link that is present in the message, according to a notice from the police, is a phishing effort. By clicking the link, the user runs the risk of having their device compromised, which might allow scammers to steal their device information or use it without their permission.
Users run the possibility of suffering negative outcomes if they click the Pink WhatsApp link, as the Mumbai Police have warned. These dangers include financial loss, identity theft, spam attacks, unauthorised access to contact information and saved images, and even total loss of control over mobile devices.
Guidelines against the Scam
- If a user has installed the fake WhatsApp, the authorities have instructed that they uninstall it immediately by going into the mobile settings, selecting WhatsApp with the pink logo in Apps, and then uninstalling it.
- Users have been advised to exercise caution when clicking links from untrustworthy websites unless they have previously verified their legitimacy. Users are advised to only download and update software from reliable sites such as the official Google Play Store, the iOS App Store, and so on.
- individuals using the site have been told not to send any links or communications to other persons until they have received proper authentication or verification.
- To avoid misuse, users are advised not to disclose any personal or financial information, including passwords, login information, and credit or debit card information, to anybody online. Furthermore, in order to defend themselves against fraud attempts, users are encouraged to stay up to date on the most recent news and changes in order to be informed and careful about cybercriminal activities.
Why do Scammer target WhatsApp
WhatsApp is the world’s most popular messaging service; it can reach out to considerably more prospective victims than it could with another tool. A scammer’s victims are almost certainly using WhatsApp. If all their victims are in one app, the criminal can easily handle their activities.
Conclusion
WhatsApp users may reduce their chances of being victims of the pink WhatsApp scam significantly by following the guidelines issued by the advisory. WhatsApp has become the primary target for scams, as there is a large number of the population using WhatsApp so it will be easy for the Scammer to steal critical personal information and target another victim through WhatsApp. The pink WhatsApp Scam is exactly like it.

Introduction
The term ‘super spreader’ is used to refer to social media and digital platform accounts that are able to quickly transmit information to a significantly large audience base in a short duration. The analogy references the medical term, where a small group of individuals is able to rapidly amplify the spread of an infection across a huge population. The fact that a few handful accounts are able to impact and influence many is attributed to a number of factors like large follower bases, high engagement rates, content attractiveness or virality and perceived credibility.
Super spreader accounts have become a considerable threat on social media because they are responsible for generating a large amount of low-credibility material online. These individuals or groups may create or disseminate low-credibility content for a number of reasons, running from social media fame to garnering political influence, from intentionally spreading propaganda to seeking financial gains. Given the exponential reach of these accounts, identifying, tracing and categorising such accounts as the sources of misinformation can be tricky. It can be equally difficult to actually recognise the content they spread for the misinformation that it actually is.
How Do A Few Accounts Spark Widespread Misinformation?
Recent research suggests that misinformation superspreaders, who consistently distribute low-credibility content, may be the primary cause of the issue of widespread misinformation about different topics. A study[1] by a team of social media analysts at Indiana University has found that a significant portion of tweets spreading misinformation are sent by a small percentage of a given user base. The researchers conducted a review of 2,397,388 tweets posted on Twitter (now X) that were flagged as having low credibility and details on who was sending them. The study found that it does not take a lot of influencers to sway the beliefs and opinions of large numbers. This is attributed to the impact of what they describe as superspreaders. The researchers collected 10 months of data, which added up to 2,397,388 tweets sent by 448,103 users, and then reviewed it, looking for tweets that were flagged as containing low-credibility information. They found that approximately a third of the low-credibility tweets had been posted by people using just 10 accounts, and that just 1,000 accounts were responsible for posting approximately 70% of such tweets.[2]
Case Study
- How Misinformation ‘Superspreaders’ Seed False Election Theories
During the 2020 U.S. presidential election, a small group of "repeat spreaders" aggressively pushed false election claims across various social media platforms for political gain, and this even led to rallies and radicalisation in the U.S.[3] Superspreaders accounts were responsible for disseminating a disproportionately large amount of misinformation related to the election, influencing public opinion and potentially undermining the electoral process.
In the domestic context, India was ranked highest for the risk of misinformation and disinformation according to experts surveyed for the World Economic Forum’s 2024 Global Risk Report. In today's digital age, misinformation, deep fakes, and AI-generated fakes pose a significant threat to the integrity of elections and democratic processes worldwide. With 64 countries conducting elections in 2024, the dissemination of false information carries grave implications that could influence outcomes and shape long-term socio-political landscapes. During the 2024 Indian elections, we witnessed a notable surge in deepfake videos of political personalities, raising concerns about the influence of misinformation on election outcomes.
- Role of Superspreaders During Covid-19
Clarity in public health communication is important when any grey areas or gaps in information can be manipulated so quickly. During the COVID-19 pandemic, misinformation related to the virus, vaccines, and public health measures spread rapidly on social media platforms, including Twitter (Now X). Some prominent accounts or popular pages on platforms like Facebook and Twitter(now X) were identified as superspreaders of COVID-19 misinformation, contributing to public confusion and potentially hindering efforts to combat the pandemic.
As per the Center for Countering Digital Hate Inc (US), The "disinformation dozen," a group of 12 prominent anti-vaccine accounts[4], were found to be responsible for a large amount of anti-vaccine content circulating on social media platforms, highlighting the significant role of superspreaders in influencing public perceptions and behaviours during a health crisis.
There are also incidents where users are unknowingly engaged in spreading misinformation by forwarding information or content which are not always shared by the original source but often just propagated by amplifiers, using other sources, websites, or YouTube videos that help in dissemination. The intermediary sharers amplify these messages on their pages, which is where it takes off. Hence such users do not always have to be the ones creating or deliberately popularising the misinformation, but they are the ones who expose more people to it because of their broad reach. This was observed during the pandemic when a handful of people were able to create a heavy digital impact sharing vaccine/virus-related misinformation.
- Role of Superspreaders in Influencing Investments and Finance
Misinformation and rumours in finance may have a considerable influence on stock markets, investor behaviour, and national financial stability. Individuals or accounts with huge followings or influence in the financial niche can operate as superspreaders of erroneous information, potentially leading to market manipulation, panic selling, or incorrect impressions about individual firms or investments.
Superspreaders in the finance domain can cause volatility in markets, affect investor confidence, and even trigger regulatory responses to address the spread of false information that may harm market integrity. In fact, there has been a rise in deepfake videos, and fake endorsements, with multiple social media profiles providing unsanctioned investing advice and directing followers to particular channels. This leads investors into dangerous financial decisions. The issue intensifies when scammers employ deepfake videos of notable personalities to boost their reputation and can actually shape people’s financial decisions.
Bots and Misinformation Spread on Social Media
Bots are automated accounts that are designed to execute certain activities, such as liking, sharing, or retweeting material, and they can broaden the reach of misinformation by swiftly spreading false narratives and adding to the virality of a certain piece of content. They can also artificially boost the popularity of disinformation by posting phony likes, shares, and comments, making it look more genuine and trustworthy to unsuspecting users. Bots can exploit social network algorithms by establishing false identities that interact with one another and with real users, increasing the spread of disinformation and pushing it to the top of users' feeds and search results.
Bots can use current topics or hashtags to introduce misinformation into popular conversations, allowing misleading information to acquire traction and reach a broader audience. They can lead to the construction of echo chambers, in which users are exposed to a narrow variety of perspectives and information, exacerbating the spread of disinformation inside restricted online groups. There are incidents reported where bot's were found as the sharers of content from low-credibility sources.
Bots are frequently employed as part of planned misinformation campaigns designed to propagate false information for political, ideological, or commercial gain. Bots, by automating the distribution of misleading information, can make it impossible to trace the misinformation back to its source. Understanding how bots work and their influence on information ecosystems is critical for combatting disinformation and increasing digital literacy among social media users.
CyberPeace Policy Recommendations
- Recommendations/Advisory for Netizens:
- Educating oneself: Netizens need to stay informed about current events, reliable fact-checking sources, misinformation counter-strategies, and common misinformation tactics, so that they can verify potentially problematic content before sharing.
- Recognising the threats and vulnerabilities: It is important for netizens to understand the consequences of spreading or consuming inaccurate information, fake news, or misinformation. Netizens must be cautious of sensationalised content spreading on social media as it might attempt to provoke strong reactions or to mold public opinions. Netizens must consider questioning the credibility of information, verifying its sources, and developing cognitive skills to identify low-credibility content and counter misinformation.
- Practice caution and skepticism: Netizens are advised to develop a healthy skepticism towards online information, and critically analyse the veracity of all information sources. Before spreading any strong opinions or claims, one must seek supporting evidence, factual data, and expert opinions, and verify and validate claims with reliable sources or fact-checking entities.
- Good netiquette on the Internet, thinking before forwarding any information: It is important for netizens to practice good netiquette in the online information landscape. One must exercise caution while sharing any information, especially if the information seems incorrect, unverified or controversial. It's important to critically examine facts and recognise and understand the implications of sharing false, manipulative, misleading or fake information/content. Netizens must also promote critical thinking and encourage their loved ones to think critically, verify information, seek reliable sources and counter misinformation.
- Adopting and promoting Prebunking and Debunking strategies: Prebunking and debunking are two effective strategies to counter misinformation. Netizens are advised to engage in sharing only accurate information and do fact-checking to debunk any misinformation. They can rely on reputable fact-checking experts/entities who are regularly engaged in producing prebunking and debunking reports and material. Netizens are further advised to familiarise themselves with fact-checking websites, and resources and verify the information.
- Recommendations for tech/social media platforms
- Detect, report and block malicious accounts: Tech/social media platforms must implement strict user authentication mechanisms to verify account holders' identities to minimise the formation of fraudulent or malicious accounts. This is imperative to weed out suspicious social media accounts, misinformation superspreader accounts and bots accounts. Platforms must be capable of analysing public content, especially viral or suspicious content to ascertain whether it is misleading, AI-generated, fake or deliberately misleading. Upon detection, platform operators must block malicious/ superspreader accounts. The same approach must apply to other community guidelines’ violations as well.
- Algorithm Improvements: Tech/social media platform operators must develop and deploy advanced algorithm mechanisms to detect suspicious accounts and recognise repetitive posting of misinformation. They can utilise advanced algorithms to identify such patterns and flag any misleading, inaccurate, or fake information.
- Dedicated Reporting Tools: It is important for the tech/social media platforms to adopt robust policies to take action against social media accounts engaged in malicious activities such as spreading misinformation, disinformation, and propaganda. They must empower users on the platforms to flag/report suspicious accounts, and misleading content or misinformation through user-friendly reporting tools.
- Holistic Approach: The battle against online mis/disinformation necessitates a thorough examination of the processes through which it spreads. This involves investing in information literacy education, modifying algorithms to provide exposure to varied viewpoints, and working on detecting malevolent bots that spread misleading information. Social media sites can employ similar algorithms internally to eliminate accounts that appear to be bots. All stakeholders must encourage digital literacy efforts that enable consumers to critically analyse information, verify sources, and report suspect content. Implementing prebunking and debunking strategies. These efforts can be further supported by collaboration with relevant entities such as cybersecurity experts, fact-checking entities, researchers, policy analysts and the government to combat the misinformation warfare on the Internet.
References:
- https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0302201 {1}
- https://phys.org/news/2024-05-superspreaders-responsible-large-portion-misinformation.html#google_vignette {2}
- https://phys.org/news/2024-05-superspreaders-responsible-large-portion-misinformation.html#google_vignette {3}
- https://counterhate.com/research/the-disinformation-dozen/ {4}
- https://phys.org/news/2024-05-superspreaders-responsible-large-portion-misinformation.html#google_vignette
- https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0302201
- https://www.nytimes.com/2020/11/23/technology/election-misinformation-facebook-twitter.html
- https://www.wbur.org/onpoint/2021/08/06/vaccine-misinformation-and-a-look-inside-the-disinformation-dozen
- https://healthfeedback.org/misinformation-superspreaders-thriving-on-musk-owned-twitter/
- https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8139392/
- https://www.jmir.org/2021/5/e26933/
- https://www.yahoo.com/news/7-ways-avoid-becoming-misinformation-121939834.html

Executive Summary:
A widely circulated claim on social media, including a post from the official X account of Pakistan, alleges that the Pakistan Air Force (PAF) carried out an airstrike on India, supported by a viral video. However, according to our research, the video used in these posts is actually footage from the video game Arma-3 and has no connection to any real-world military operation. The use of such misleading content contributes to the spread of false narratives about a conflict between India and Pakistan and has the potential to create unnecessary fear and confusion among the public.

Claim:
Viral social media posts, including the official Government of Pakistan X handle, claims that the PAF launched a successful airstrike against Indian military targets. The footage accompanying the claim shows jets firing missiles and explosions on the ground. The video is presented as recent and factual evidence of heightened military tensions.


Fact Check:
As per our research using reverse image search, the videos circulating online that claim to show Pakistan launching an attack on India under the name 'Operation Sindoor' are misleading. There is no credible evidence or reliable reporting to support the existence of any such operation. The Press Information Bureau (PIB) has also verified that the video being shared is false and misleading. During our research, we also came across footage from the video game Arma-3 on YouTube, which appears to have been repurposed to create the illusion of a real military conflict. This strongly indicates that fictional content is being used to propagate a false narrative. The likely intention behind this misinformation is to spread fear and confusion by portraying a conflict that never actually took place.


Conclusion:
It is true to say that Pakistan is using the widely shared misinformation videos to attack India with false information. There is no reliable evidence to support the claim, and the videos are misleading and irrelevant. Such false information must be stopped right away because it has the potential to cause needless panic. No such operation is occurring, according to authorities and fact-checking groups.
- Claim: Viral social media posts claim PAF attack on India
- Claimed On: Social Media
- Fact Check: False and Misleading