#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
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Introduction
The Union Minister of Information and Broadcasting Ashwini Vaishnaw addressed the Press Council of India on the occasion of National Press Day regarding emergent concerns in the digital media and technology landscape. Union Minister of Information and Broadcasting Ashwini Vaishnaw has identified four major challenges facing news media in India, including fake news, algorithmic bias, artificial intelligence, and fair compensation. He emphasized the need for greater accountability and fairness from Big Tech to combat misinformation and protect democracy. Vaishnaw argued that platforms do not verify information posted online, leading to the spread of false and misleading information. He called on online platforms and Big Tech to combat misinformation and protect democracy.
Key Concerns Highlighted by Union Minister Ashwini Vaishnaw
- Misinformation: Due to India's unique sensitivities, digital platforms should adopt country-specific responsibilities and metrics. The Minister also questioned the safe harbour principle, which shields platforms from liability for user-generated content.
- Algorithmic Biases: The prioritisation of viral content, which is often divisive, by social media algorithms can have serious implications on societal peace.
- Impact of AI on intellectual Property: The training of AI on pre-existing datasets presents the ethical challenge of robbing original creators of their rights to their intellectual property
- Fair compensation: Traditional news media is increasingly facing financial strain since news consumption is shifting rapidly to social media platforms, creating uneven compensation dynamics.
Cyberpeace Insights
- Misinformation: Marked by routine upheavals and moral panics, Indian society is vulnerable to the severe impacts of fake news, including mob violence, political propaganda, health misinformation and more. Inspired by the EU's Digital Services Act, 2022, and other related legislation that addresses hate speech and misinformation, the Indian Minister has called for revisiting the safe harbour protection under Section 79 of the IT Act, 2000. However, any legislation on misinformation must strike a balance between protecting the fundamental rights to freedom of speech, and privacy while safeguarding citizens from its harmful effects.
- Algorithmic Biases: Social media algorithms are designed to boost user engagement since this increases advertisement revenue. This leads to the creation of filter bubbles- exposure to personalized information online and echo chambers interaction with other users with the same opinions that align with their worldview. These phenomena induce radicalization of views, increase intolerance fuel polarization in public discourse, and trigger the spread of more misinformation. Tackling this requires algorithmic design changes such as disincentivizing sensationalism, content labelling, funding fact-checking networks, etc. to improve transparency.
- Impact of AI on Intellectual Property: AI models are trained on data that may contain copyrighted material. It can lead to a loss of revenue for primary content creators, while tech companies owning AI models may financially benefit disproportionately by re-rendering their original works. Large-scale uptake of AI models will significantly impact fields such as advertising, journalism, entertainment, etc by disrupting their market. Managing this requires a push for Ethical AI regulations and the protection of original content creators.
Conclusion: Charting a Balanced Path
The socio-cultural and economic fabric of the Indian subcontinent is not only distinct from the rest of the world but has cross-cutting internal diversities, too. Its digital landscape stands at a crossroads as rapid global technological advancements present increasing opportunities and challenges. In light of growing incidents of misinformation on social media platforms, it is also crucial that regulators consider framing rules that encourage and mandate content verification mechanisms for online platforms, incentivizing them to adopt advanced AI-driven fact-checking tools and other relevant measures. Additionally, establishing public-private partnerships to monitor misinformation trends is crucial to rapidly debunking viral falsehoods. However ethical concerns and user privacy should be taken into consideration while taking such steps. Addressing misinformation requires a collaborative approach that balances platform accountability, technological innovation, and the protection of democratic values.
Sources
- https://www.indiatoday.in/india/story/news-media-4-challenges-ashwini-vaishnaw-national-press-day-speech-big-tech-fake-news-algorithm-ai-2634737-2024-11-17
- https://ec.europa.eu/commission/presscorner/detail/en/ip_24_881
- https://www.legaldive.com/news/digital-services-act-dsa-eu-misinformation-law-propaganda-compliance-facebook-gdpr/691657/
- https://www.fondationdescartes.org/en/2020/07/filter-bubbles-and-echo-chambers/
- https://www.google.com/searchq=News+Media+Bargaining+Code&oq=News+Media+Bargaining+Code&gs_lcrp=EgZjaHJvbWUyBggAEEUYOTIHCAEQABiABDIHCAIQABiABDIHCAMQABiABDIHCAQQABiABDIHCAUQABiABDIICAYQABgWGB4yCAgHEAAYFhgeMggICBAAGBYYHjIICAkQABgWGB7SAQcyMjVqMGo3qAIIsAIB&sourceid=chrome&ie=UTF-8

Introduction
In today's digital age, we consume a lot of information and content on social media apps, and it has become a daily part of our lives. Additionally, the algorithm of these apps is such that once you like a particular category of content or show interest in it, the algorithm starts showing you a lot of similar content. With this, the hype around becoming a content creator has also increased, and people have started making short reel videos and sharing a lot of information. There are influencers in every field, whether it's lifestyle, fitness, education, entertainment, vlogging, and now even legal advice.
The online content, reels, and viral videos by social media influencers giving legal advice can have far-reaching consequences. ‘LAW’ is a vast subject where even a single punctuation mark holds significant meaning. If it is misinterpreted or only partially explained in social media reels and short videos, it can lead to serious consequences. Laws apply based on the facts and circumstances of each case, and they can differ depending on the nature of the case or offence. This trend of ‘swipe for legal advice’ or ‘law in 30 seconds’, along with the rise of the increasing number of legal influencers, poses a serious problem in the online information landscape. It raises questions about the credibility and accuracy of such legal advice, as misinformation can mislead the masses, fuel legal confusion, and create risks.
Bar Council of India’s stance against legal misinformation on social media platforms
The Bar Council of India (BCI) on Monday (March 17, 2025) expressed concern over the rise of self-styled legal influencers on social media, stating that many without proper credentials spread misinformation on critical legal issues. Additionally, “Incorrect or misleading interpretations of landmark judgments like the Citizenship Amendment Act (CAA), the Right to Privacy ruling in Justice K.S. Puttaswamy (Retd.) v. Union of India, and GST regulations have resulted in widespread confusion, misguided legal decisions, and undue judicial burden,” the body said. The BCI also ordered the mandatory cessation of misleading and unauthorised legal advice dissemination by non-enrolled individuals and called for the establishment of stringent vetting mechanisms for legal content on digital platforms. The BCI emphasised the need for swift removal of misleading legal information.
Conclusion
Legal misinformation on social media is a growing issue that not only disrupts public perception but also influences real-life decisions. The internet is turning complex legal discourse into a chaotic game of whispers, with influencers sometimes misquoting laws and self-proclaimed "legal experts" offering advice that wouldn't survive in a courtroom. The solution is not censorship, but counterbalance. Verified legal voices need to step up, fact-checking must be relentless, and digital literacy must evolve to keep up with the fast-moving world of misinformation. Otherwise, "legal truth" could be determined by whoever has the best engagement rate, rather than by legislation or precedent.
References:
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Introduction
The Digital Personal Data Protection (DPDP) Act, of 2023, introduces a framework for the protection of personal data in India. Data fiduciaries are the entity that essentially determines the purpose and means of processing of personal data. The small-scale industries also fall within the ambit of the term. Startups/Small companies and Micro, Small, and Medium Enterprises (MSMEs) while determining the purpose of processing of personal data in the capacity of ‘data fiduciary’ are also required to comply with the DPDP Act provisions. The obligations set for the data fiduciary will apply to them unilaterally, though compliance with this Act and can be challenging due to resource constraints and limited expertise in data protection.
DPDP Act, 2023 Section 17(3) gives power to the Central Government to exempt Startups from being obligated to comply with the Act, taking into account the volume and nature of personal data processed. It is the nation's first standalone law on data protection and privacy, which sets forth strict rules on how data fiduciaries can collect and process personal data, focusing on consent-based mechanisms and personal data protection. Small-scale industries are given more time to comply with the DPDP Act. The detailed provisions to be notified in further rulemaking called ‘DPDP rules’.
Obligations on Data Fiduciary under the DPDP Act, 2023
The DPDP Act focuses on processing digital personal data in a manner that recognizes both the right of individuals to protect their personal data and the need to process such personal data for lawful purposes and for matters connected therewith or incidental thereto. Hence, small-scale industries also need to comply with provisions aimed at protecting digital personal data.
The key requirements to be considered:
- Data Processing Principles: Ensuring that data processing is done lawfully, fairly, and transparently. Further, the collection and processing of personal data is only for specific, clear, and legitimate purposes and only the data necessary for the stated purpose. Ensuring that the data is accurate and up to date is also necessary. An important part is that the data is not retained longer than necessary and appropriate security measures are taken to protect the said data.
- Consent Management: Clear and informed consent should be obtained from individuals before collecting their personal data. Further, individuals have the option to withdraw their consent easily.
- Rights of Data Principals: Data principals (individuals) whose data is being collected have the right to Information, the right to correction and erasure of data, the right to grievance redressa, Right to nominate.the right to access, correct, and delete their personal data. Data fiduciaries need to be mindful of mechanisms to handle requests from data principals regarding their concerns.
- Data Breach Notifications: Data fiduciaries are required to notify the data protection board and the affected individuals in case a data breach has occurred.
- Appropriate technical and organisational measures: A Data Fiduciary shall implement appropriate technical and organisational measures to ensure effective observance of the provisions of this Act and the rules made thereunder.Cross-border Data Transfers: Compliance with regulations in relation to the transfer of personal data outside of India should be ensured.
Challenges for Small Scale Industries for the DPDP Act Compliance
While small-scale industries have high aims for their organisational growth and now in the digital age they also need to place reliance on online security measures and handling of personal data, with the DPDP act in the picture it becomes an obligation to consider and comply with. As small-scale industries including MSMEs, they might face certain challenges in fulfilling these obligations but digital data protection measures will also boost the competitive market and customer growth in their business. Bringing reforms in methods aimed at better data governance in today's digital era is significant.
One of the major challenges for small-scale industries could be ensuring a skilled workforce that understands and educates internal stakeholders about the DPDP Act compliances. This could undoubtedly become an additional burden.
Further, the limited resources can make the implementation of data protection, which is oftentimes complex for a layperson in the case of a small-scale industry, difficult to implement. Limitations in resources are often financial or human resources.
Cybersecurity, cyber awareness, and protection from cyber threats need some form of expertise, which is lacking in small enterprises. The outsourcing of such expertise is a decision that is sometimes taken too late, and some form of harm can take place between the periods by which an incident can occur.
Investment in the core business or enterprise many times doesn't include technology other than the basic requirements to run the business, nor towards ensuring that the data is secure and all compliances are met. However, in the fast-moving digital world, all industries need to be mindful of their efforts to protect personal data and proper data governance.
Recommendations
To ensure the proper and effective personal data handling practices as per the provisions of the act, the small companies/startups need to work backend and frontend and ensure that they take adequate measures to comply with the act. While such industries have been given more time to ensure compliance, there are some suggestions for them to be compliant with the new law.
Small companies can ensure compliance with the DPDP Act by implementing robust data protection policies, investing in and providing employee training on data privacy, using age-verification mechanisms, and adopting privacy-by-design principles. Conduct a gap analysis to identify areas where current practices fall short of DPDP Act requirements. Regular audits, secure data storage solutions, and transparent communication with users about data practices are also essential. Use cost-effective tools and technologies for data protection and management.
Conclusion
Small-scale industries must take proactive steps to align with the DPDP Act, 2023 provisions. By understanding the requirements, leveraging external expertise, and adopting best practices, small-scale industries can ensure compliance and protect personal data effectively. In the long run, complying with the new law would lead to greater trust and better business for the enterprises, resulting in a larger revenue share for them.
References
- https://pib.gov.in/PressReleaseIframePage.aspx?PRID=1959161
- https://www.financialexpress.com/business/digital-transformation-dpdp-act-managing-data-protection-compliance-in-businesses-3305293/
- https://economictimes.indiatimes.com/tech/technology/big-tech-coalition-seeks-12-18-month-extension-to-comply-with-indias-dpdp-act/articleshow/104726843.cms?from=mdr