#FactCheck - False Claim of Hindu Sadhvi Marrying Muslim Man Debunked
Executive Summary:
A viral image circulating on social media claims to show a Hindu Sadhvi marrying a Muslim man; however, this claim is false. A thorough investigation by the Cyberpeace Research team found that the image has been digitally manipulated. The original photo, which was posted by Balmukund Acharya, a BJP MLA from Jaipur, on his official Facebook account in December 2023, he was posing with a Muslim man in his election office. The man wearing the Muslim skullcap is featured in several other photos on Acharya's Instagram account, where he expressed gratitude for the support from the Muslim community. Thus, the claimed image of a marriage between a Hindu Sadhvi and a Muslim man is digitally altered.

Claims:
An image circulating on social media claims to show a Hindu Sadhvi marrying a Muslim man.


Fact Check:
Upon receiving the posts, we reverse searched the image to find any credible sources. We found a photo posted by Balmukund Acharya Hathoj Dham on his facebook page on 6 December 2023.

This photo is digitally altered and posted on social media to mislead. We also found several different photos with the skullcap man where he was featured.

We also checked for any AI fabrication in the viral image. We checked using a detection tool named, “content@scale” AI Image detection. This tool found the image to be 95% AI Manipulated.

We also checked with another detection tool for further validation named, “isitai” image detection tool. It found the image to be 38.50% of AI content, which concludes to the fact that the image is manipulated and doesn’t support the claim made. Hence, the viral image is fake and misleading.

Conclusion:
The lack of credible source and the detection of AI manipulation in the image explains that the viral image claiming to show a Hindu Sadhvi marrying a Muslim man is false. It has been digitally altered. The original image features BJP MLA Balmukund Acharya posing with a Muslim man, and there is no evidence of the claimed marriage.
- Claim: An image circulating on social media claims to show a Hindu Sadhvi marrying a Muslim man.
- Claimed on: X (Formerly known as Twitter)
- Fact Check: Fake & Misleading
Related Blogs
%20(1).jpg)
Introduction
Artificial Intelligence (AI) driven autonomous weapons are reshaping military strategy, acting as force multipliers that can independently assess threats, adapt to dynamic combat environments, and execute missions with minimal human intervention, pushing the boundaries of modern warfare tactics. AI has become a critical component of modern technology-driven warfare and has simultaneously impacted many spheres in a technology-driven world. Nations often prioritise defence for significant investments, supporting its growth and modernisation. AI has become a prime area of investment and development for technological superiority in defence forces. India’s focus on defence modernisation is evident through initiatives like the Defence AI Council and the Task Force on Strategic Implementation of AI for National Security.
The main requirement that Autonomous Weapons Systems (AWS) require is the “autonomy” to perform their functions when direction or input from a human actor is absent. AI is not a prerequisite for the functioning of AWSs, but, when incorporated, AI could further enable such systems. While militaries seek to apply increasingly sophisticated AI and automation to weapons technologies, several questions arise. Ethical concerns have been raised for AWS as the more prominent issue by many states, international organisations, civil society groups and even many distinguished figures.
Ethical Concerns Surrounding Autonomous Weapons
The delegation of life-and-death decisions to machines is the ethical dilemma that surrounds AWS. A major concern is the lack of human oversight, raising questions about accountability. What if AWS malfunctions or violates international laws, potentially committing war crimes? This ambiguity fuels debate over the dangers of entrusting lethal force to non-human actors. Additionally, AWS poses humanitarian risks, particularly to civilians, as flawed algorithms could make disastrous decisions. The dehumanisation of warfare and the violation of human dignity are critical concerns when AWS is in question, as targets become reduced to mere data points. The impact on operators’ moral judgment and empathy is also troubling, alongside the risk of algorithmic bias leading to unjust or disproportionate targeting. These ethical challenges are deeply concerning.
Balancing Ethical Considerations and Innovations
It is immaterial how advanced a computer becomes in simulating human emotions like compassion, empathy, altruism, or other emotions as the machine will only be imitating them, not experiencing them as a human would. A potential solution to this ethical predicament is using a 'human-in-the-loop' or 'human-on-the-loop' semi-autonomous system. This would act as a compromise between autonomy and accountability.
A “human-on-the-loop” system is designed to provide human operators with the ability to intervene and terminate engagements before unacceptable levels of damage occur. For example, defensive weapon systems could autonomously select and engage targets based on their programming, during which a human operator retains full supervision and can override the system within a limited period if necessary.
In contrast, a ‘human-in-the-loop” system is intended to engage individual targets or specific target groups pre-selected by a human operator. Examples would include homing munitions that, once launched to a particular target location, search for and attack preprogrammed categories of targets within the area.
International Debate and Regulatory Frameworks
The regulation of autonomous weapons that employ AI, in particular, is a pressing global issue due to the ethical, legal, and security concerns it contains. There are many ongoing efforts at the international level which are in discussion to regulate such weapons. One such example is the initiative under the United Nations Convention on CertainConventional Weapons (CCW), where member states, India being an active participant, debate the limits of AI in warfare. However, existing international laws, such as the Geneva Conventions, offer legal protection by prohibiting indiscriminate attacks and mandating the distinction between combatants and civilians. The key challenge lies in achieving global consensus, as different nations have varied interests and levels of technological advancement. Some countries advocate for a preemptive ban on fully autonomous weapons, while others prioritise military innovation. The complexity of defining human control and accountability further complicates efforts to establish binding regulations, making global cooperation both essential and challenging.
The Future of AI in Defence and the Need for Stronger Regulations
The evolution of autonomous weapons poses complex ethical and security challenges. As AI-driven systems become more advanced, a growing risk of its misuse in warfare is also advancing, where lethal decisions could be made without human oversight. Proactive regulation is crucial to prevent unethical use of AI, such as indiscriminate attacks or violations of international law. Setting clear boundaries on autonomous weapons now can help avoid future humanitarian crises. India’s defence policy already recognises the importance of regulating the use of AI and AWS, as evidenced by the formation of bodies like the Defence AI Project Agency (DAIPA) for enabling AI-based processes in defence Organisations. Global cooperation is essential for creating robust regulations that balance technological innovation with ethical considerations. Such collaboration would ensure that autonomous weapons are used responsibly, protecting civilians and combatants, while encouraging innovation within a framework prioritising human dignity and international security.
Conclusion
AWS and AI in warfare present significant ethical, legal, and security challenges. While these technologies promise enhanced military capabilities, they raise concerns about accountability, human oversight, and humanitarian risks. Balancing innovation with ethical responsibility is crucial, and semi-autonomous systems offer a potential compromise. India’s efforts to regulate AI in defence highlight the importance of proactive governance. Global cooperation is essential in establishing robust regulations that ensure AWS is used responsibly, prioritising human dignity and adherence to international law, while fostering technological advancement.
References
● https://indianexpress.com/article/explained/reaim-summit-ai-war-weapons-9556525/

Executive Summary:
A viral video has circulated on social media, wrongly showing lawbreakers surrendering to the Indian Army. However, the verification performed shows that the video is of a group surrendering to the Bangladesh Army and is not related to India. The claim that it is related to the Indian Army is false and misleading.

Claims:
A viral video falsely claims that a group of lawbreakers is surrendering to the Indian Army, linking the footage to recent events in India.



Fact Check:
Upon receiving the viral posts, we analysed the keyframes of the video through Google Lens search. The search directed us to credible news sources in Bangladesh, which confirmed that the video was filmed during a surrender event involving criminals in Bangladesh, not India.

We further verified the video by cross-referencing it with official military and news reports from India. None of the sources supported the claim that the video involved the Indian Army. Instead, the video was linked to another similar Bangladesh Media covering the news.

No evidence was found in any credible Indian news media outlets that covered the video. The viral video was clearly taken out of context and misrepresented to mislead viewers.
Conclusion:
The viral video claiming to show lawbreakers surrendering to the Indian Army is footage from Bangladesh. The CyberPeace Research Team confirms that the video is falsely attributed to India, misleading the claim.
- Claim: The video shows miscreants surrendering to the Indian Army.
- Claimed on: Facebook, X, YouTube
- Fact Check: False & Misleading

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/