#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
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In 2023, PIB reported that up to 22% of young women in India are affected by Polycystic Ovarian Syndrome (PCOS). However, access to reliable information regarding the condition and its treatment remains a challenge. A study by the PGIMER Chandigarh conducted in 2021 revealed that approximately 37% of affected women rely on the internet as their primary source of information for PCOS. However, it can be difficult to distinguish credible medical advice from misleading or inaccurate information online since the internet and social media are rife with misinformation. The uptake of misinformation can significantly delay the diagnosis and treatment of medical conditions, jeopardizing health outcomes for all.
The PCOS Misinformation Ecosystem Online
PCOS is one of the most common disorders diagnosed in the female endocrine system, characterized by the swelling of ovaries and the formation of small cysts on their outer edges. This may lead to irregular menstruation, weight gain, hirsutism, possible infertility, poor mental health, and other symptoms. However, there is limited research on its causes, leaving most medical practitioners in India ill-equipped to manage the issue effectively and pushing women to seek alternate remedies from various sources.
This creates space for the proliferation of rumours, unverified cures and superstitions, on social media, For example, content on YouTube, Facebook, and Instagram may promote “miracle cures” like detox teas or restrictive diets, or viral myths claiming PCOS can be “cured” through extreme weight loss or herbal remedies. Such misinformation not only creates false hope for women but also delays treatment, or may worsen symptoms.
How Tech Platforms Amplify Misinformation
- Engagement vs. Accuracy: Social media algorithms are designed to reward viral content, even if it’s misleading or incendiary since it generates advertisement revenue. Further, non-medical health influencers often dominate health conversations online and offer advice with promises of curing the condition.
- Lack of Verification: Although platforms like YouTube try to provide verified health-related videos through content shelves, and label unverified content, the sheer volume of content online means that a significant chunk of content escapes the net of content moderation.
- Cultural Context: In India, discussions around women’s health, especially reproductive health, are stigmatized, making social media the go-to source for private, albeit unreliable, information.
Way Forward
a. Regulating Health Content on Tech Platforms: Social media is a significant source of health information to millions who may otherwise lack access to affordable healthcare. Rather than rolling back content moderation practices as seen recently, platforms must dedicate more resources to identify and debunk misinformation, particularly health misinformation.
b. Public Awareness Campaigns: Governments and NGOs should run nationwide campaigns in digital literacy to educate on women’s health issues in vernacular languages and utilize online platforms for culturally sensitive messaging to reach rural and semi-urban populations. This is vital for countering the stigma and lack of awareness which enables misinformation to proliferate.
c. Empowering Healthcare Communication: Several studies suggest a widespread dissatisfaction among women in many parts of the world regarding the information and care they receive for PCOS. This is what drives them to social media for answers. Training PCOS specialists and healthcare workers to provide accurate details and counter misinformation during patient consultations can improve the communication gaps between healthcare professionals and patients.
d. Strengthening the Research for PCOS: The allocation of funding for research in PCOS is vital, especially in the face of its growing prevalence amongst Indian women. Academic and healthcare institutions must collaborate to produce culturally relevant, evidence-based interventions for PCOS. Information regarding this must be made available online since the internet is most often a primary source of information. An improvement in the research will inform improved communication, which will help reduce the trust deficit between women and healthcare professionals when it comes to women’s health concerns.
Conclusion
In India, the PCOS misinformation ecosystem is shaped by a mix of local and global factors such as health communication failures, cultural stigma, and tech platform design prioritizing engagement over accuracy. With millions of women turning to the internet for guidance regarding their conditions, they are increasingly vulnerable to unverified claims and pseudoscientific remedies which can lead to delayed diagnoses, ineffective treatments, and worsened health outcomes. The rising number of PCOS cases in the country warrants the bridging of health research and communications gaps so that women can be empowered with accurate, actionable information to make the best decisions regarding their health and well-being.
Sources
- https://pib.gov.in/PressReleasePage.aspx?PRID=1893279#:~:text=It%20is%20the%20most%20prevailing%20female%20endocrine,neuroendocrine%20system%2C%20sedentary%20lifestyle%2C%20diet%2C%20and%20obesity.
- https://www.thinkglobalhealth.org/article/india-unprepared-pcos-crisis?utm_source=chatgpt.com
- https://www.bbc.com/news/articles/ckgz2p0999yo
- https://pmc.ncbi.nlm.nih.gov/articles/PMC9092874/

Introduction
Children today are growing up amidst technology, and the internet has become an important part of their lives. The internet provides a wealth of recreational and educational options and learning environments to children, but it also presents extensively unseen difficulties, particularly in the context of deepfakes and misinformation. AI is capable of performing complex tasks in a fast time. However, misuse of AI technologies led to increasing cyber crimes. The growing nature of cyber threats can have a negative impact on children wellbeing and safety while using the Internet.
India's Digital Environment
India has one of the world's fastest-growing internet user bases, and young netizens here are getting online every passing day. The internet has now become an inseparable part of their everyday lives, be it social media or online courses. But the speed at which the digital world is evolving has raised many privacy and safety concerns increasing the chance of exposure to potentially dangerous content.
Misinformation: The raising Concern
Today, the internet is filled with various types of misinformation, and youngsters are especially vulnerable to its adverse effects. With the diversity in the language and culture in India, the spread of misinformation can have a vast negative impact on society. In particular, misinformation in education has the power to divulge young brains and create hindrances in their cognitive development.
To address this issue, it is important that parents, academia, government, industry and civil society start working together to promote digital literacy initiatives that educate children to critically analyse online material which can ease navigation in the digital realm.
DeepFakes: The Deceptive Mirage:
Deepfakes, or digitally altered videos and/or images made with the use of artificial intelligence, pose a huge internet threat. The possible ramifications of deepfake technology are concerning in India, since there is a high level of dependence on the media. Deepfakes can have far-reaching repercussions, from altering political narratives to disseminating misleading information.
Addressing the deepfake problem demands a multifaceted strategy. Media literacy programs should be integrated into the educational curriculum to assist youngsters in distinguishing between legitimate and distorted content. Furthermore, strict laws as well as technology developments are required to detect and limit the negative impact of deepfakes.
Safeguarding Children in Cyberspace
● Parental Guidance and Open Communication: Open communication and parental guidance are essential for protecting children's internet safety. It's a necessity to have open discussions about the possible consequences and appropriate internet use. Understanding the platforms and material children are consuming online, parents should actively participate in their children's online activities.
● Educational Initiatives: Comprehensive programs for digital literacy must be implemented in educational settings. Critical thinking abilities, internet etiquette, and knowledge of the risks associated with deepfakes and misinformation should all be included in these programs. Fostering a secure online environment requires giving young netizens the tools they need to question and examine digital content.
● Policies and Rules: Admitting the threats or risks posed by misuse of advanced technologies such as AI and deepfake, the Indian government is on its way to coming up with dedicated legislation to tackle the issues arising from misuse of deepfake technology by the bad actors. The government has recently come up with an advisory to social media intermediaries to identify misinformation and deepfakes and to make sure of the compliance of Information Technology (IT) Rules 2021. It is the legal obligation of online platforms to prevent the spread of misinformation and exercise due diligence or reasonable efforts are made to identify misinformation and deepfakes. Legal frameworks need to be equipped to handle the challenges posed by AI. Accountability in AI is a complex issue that requires comprehensive legal reforms. In light of various cases reported about the misuse of deepfakes and spreading such deepfake content on social media, It is advocated that there is a need to adopt and enforce strong laws to address the challenges posed by misinformation and deepfakes. Working with technological companies to implement advanced content detection tools and ensuring that law enforcement takes swift action against those who misuse technology will act as a deterrent among cyber crooks.
● Digital parenting: It is important for parents to keep up with the latest trends and digital technologies. Digital parenting includes understanding privacy settings, monitoring online activity, and using parental control tools to create a safe online environment for children.
Conclusion
As India continues to move forward digitally, protecting children in cyberspace has become a shared responsibility. By promoting digital literacy, encouraging open communication and enforcing strong laws, we can create a safer online environment for younger generations. Knowledge, understanding, and active efforts to combat misinformation and deeply entrenched myths are the keys to unlocking the safety net in the online age. Social media Intermediaries or platforms must ensure compliance under IT Rules 2021, IT Act, 2000 and the newly enacted Digital Personal Data Protection Act, 2023. It is the shared responsibility of the government, parents & teachers, users and organisations to establish safe online space for children.
References:

Introduction
On May 21st, 2025, the Department of Telecommunications (DoT) launched the Financial Risk Indicator (FRI) feature, marking an important step towards safeguarding mobile phone users from the risks of financial fraud. This was developed as a part of the Digital Intelligence Platform (DIP), which facilitates coordination between stakeholders to curb the misuse of telecom services for conducting cyber crimes.
What is the Financial Risk Indicator (FRI)?
The FRI is a risk-based metric feature that categorises phone numbers into risk, medium risk, and high risk based on their association with financial fraud in the past. The data pool enabling this intelligence sharing includes the Digital Intelligence Unit (DIU) of the DoT, which engages and sends a list of Mobile Numbers that were disconnected (Mobile Number Revocation List - MNRL) to the following stakeholders, creating a network of checks and balances. They are:
- Intelligence from Non-Banking Finance Companies, and UPI (Unified Payment Interface) gateways.
- The Chakshu facility- a feature on the Sanchar Saathi portal that enables users to report suspected fraudulent communication (Calls, SMS, WhatsApp messages), which has also been roped in.
- Complaints from the National Cybercrime Reporting Portal (NCRP) through the I4C (Indian Cyber Coordination Center).
Some other initiatives taken up concerning securing against digital financial fraud are the Citizen Financial Cyber Fraud Reporting and Management System, the International Incoming Spoofed Calls Prevention System, among others.
A United Stance
The ease of payment and increasing digitisation might have enabled the increasing usage of UPI platforms. However, post-adoption, the responsibility of securing the digital payments infrastructure becomes essential. As per a report by CNBC TV18, UPI fraud cases surged by 85% in FY24. The number of incidents have increased from 7.25 lakh in FY23 to 13.42 lakh in FY24. These cases involved a total value of ₹1,087 crore, compared to ₹573 crore in the previous year, and the number continues to increase.
Nevertheless, UPI platforms are taking their own initiative to combat such crimes. PhonePe, one of the most used digital payment interface as of January 2025 (Statista) has already incorporated the FRI into its PhonePe Protect feature; this blocks transactions with high-risk numbers and issues a warning prior to engaging with numbers that are categorised to be of medium risk.
CyberPeace Insights
The launch of a feature addressing the growing threat of financial fraud is crucial for creating a network of stakeholders to coordinate with law enforcement to better track and prevent crimes. Publicity of these measures will raise public awareness and keep end-users informed. A secure infrastructure for digital payments is necessary in this age, with a robust base mechanism that can adapt to both current and future threats.
References
- https://www.thehawk.in/news/economy-and-business/centre-launches-financial-fraud-risk-indicator-to-safeguard-mobile-users
- https://telanganatoday.com/government-launches-financial-fraud-risk-indicator-to-safeguard-mobile-users
- https://www.pib.gov.in/PressReleasePage.aspx?PRID=2130249#:~:text=What%20is%20the%20%E2%80%9CFinancial%20Fraud,High%20risk%20of%20financial%20fraud
- https://www.business-standard.com/industry/news/dot-launches-financial-fraud-risk-indicator-to-aid-cybercrime-detection-125052101912_1.html
- https://www.cnbctv18.com/business/finance/upi-fraud-cases-rise-85-pc-in-fy24-increase-parliament-reply-data-19514295.htm
- https://www.statista.com/statistics/1034443/india-upi-usage-by-platform/#:~:text=In%20January%202025%2C%20PhonePe%20held%20the%20highest,key%20drivers%20of%20UPI%20adoption%20in%20India
- https://telecom.economictimes.indiatimes.com/amp/news/policy/centre-notifies-draft-rules-for-delicensing-lower-6-ghz-band/121260887?nt