#FactCheck -Viral Photo Misidentifies Woman With Education Minister as NEET Paper Leak Accused; Fact Check Finds Claim False
Executive Summary
A photograph showing Union Education Minister Dharmendra Pradhan standing with a woman is being widely circulated on social media. Users are falsely claiming that the woman in the image is Manisha Mandhare, a teacher allegedly arrested in the NEET-UG paper leak case. CyberPeace Research Wing research confirms that the woman in the viral photograph is Dr. Nivedita Ekbote and not Manisha Mandhare. Social media users are falsely misidentifying her and linking her to the NEET paper leak case without evidence.
Claim
Several social media users, including Facebook and Instagram pages, have shared the image claiming that the woman seen with the Union Minister is Manisha Mandhare, who was arrested in connection with the NEET paper leak case.
- https://www.facebook.com/Sri.Media.Kannada/posts/pfbid0pCuJrhcz3mcf8MzYci4oWXaTKvaJYNjCtGo34Z6R9ztshWqs3QUupyHNu2K4Rodpl?rdid=WtnRhDM22ftHT9oe
- https://archive.is/uwmsj

Fact Check
A reverse image search of the viral photograph reveals that the woman is actually Dr. Nivedita Ekbote, Principal of Modern College and Vice President of the Bharatiya Janata Yuva Morcha in Maharashtra. Nivedita Ekbote originally shared this photograph on December 18, 2024, across her official social media accounts on X (formerly Twitter), Facebook, and Instagram. According to the caption, the image was taken during the Pune Book Festival, where she met the Union Education Minister along with her parents.

In a public clarification, she stated that her photograph was being misused online. She added that the image was taken at a public event with several dignitaries and strongly condemned the circulation of false and misleading claims using it.
- https://x.com/EkboteNivedita/status/2056265520765399049?s=20

Further verification from credible news reports confirms that Manisha Mandhare, who is linked to the NEET paper leak case, is a senior botany teacher from Pune. She was reportedly appointed as a subject expert by the National Testing Agency (NTA) for NEET-related processes. Her identity is completely different from the woman seen in the viral image.

Conclusion
The viral claim is completely false and misleading. The woman seen with Union Education Minister Dharmendra Pradhan is Dr. Nivedita Ekbote, and she has no connection to the NEET-UG paper leak case.
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Introduction
In April 2026, Anthropic revealed Claude Mythos, an artificial intelligence application capable of finding security flaws in computer networks more effectively than human beings. The corporation claimed to have found hundreds of thousands of substantially serious vulnerabilities in established desktop operating systems and web-based browsers that have not been used for at least 20 years. This news has greatly alarmed those responsible for leading financial organisations, banks, and governments throughout the world. Nevertheless, this news demonstrates a much larger problem: we do not have enough cybersecurity professionals trained to do this kind of work. At the current estimate, there are 4.8 million cyber security professionals short of what is needed globally. There is a need to develop different kinds of workforce training programs to help prepare these professionals as we continue to see the emergence of new AI technologies.
What Is Claude Mythos ?
Anthropic created Claude Mythos as part of its Claude AI system, competing against ChatGPT and Google Gemini. In April 2026, expert testing revealed Mythos excelled at identifying problems in legacy code and suggested exploitation methods. It found a vulnerability that had existed for 27 years. Because of these advanced capabilities, Anthropic restricted access through “Project Glasswing,” giving it only to 12 major tech companies and 40 organizations managing critical software. Canadian Finance Minister François-Philippe Champagne called it an “unknown unknown.” Andrew Bailey of the Bank of England said regulators needed to examine what Mythos could mean for financial attacks. The European Union raised concerns. India’s Finance Minister Nirmala Sitharaman warned at SEBI’s Foundation Day on April 25, 2026, that cybersecurity is the single most pressing challenge facing markets today. She stated a single successful cyberattack on a major exchange or large broker could disrupt markets nationally and shake public confidence for years. Sitharaman emphasized that AI tools make attacks faster, more adaptive, and autonomous, capable of discovering system vulnerabilities and manipulating code.
The Real Problem: Discovery Versus Fixing
Mythos highlights a fundamental mismatch in cybersecurity. Finding a vulnerability does not guarantee it will be fixed. Organizations face challenges patching systems. Many use obsolete technology, and updates can break dependent components. Organizations in developing nations often lack financial resources for repairs or downtime. Critical systems like hospitals, banks, and power grids cannot go offline. Before Mythos, human hackers found vulnerabilities slowly. Now AI tools find weaknesses faster than they can be fixed, creating a dangerous gap. Ciaran Martin, former head of the UK’s National Cyber Security Centre, explained that Mythos is “a really good hacker” against unprotected systems. Organizations following basic security practices—regular updates, strong passwords, network protection, trained staff can likely defend against it. The UK AI Safety Institute concluded Mythos poses the biggest threat to poorly defended systems, noting: “We cannot say for sure whether Mythos Preview would be able to attack well-defended systems.”
The Workforce Challenge
The Mythos announcement exposes the real problem: we lack enough trained cybersecurity workers. There is a global shortage of 4.8 million workers against a current workforce of 5.5 million. In AI security specifically, 34 percent of needed skills are missing. But the harder problem is that AI is changing needed skills. Entry-level jobs monitoring security alerts are being automated. These were traditional career starting points. Young people learned basic skills and moved to advanced roles. Now these positions disappear while new AI security jobs emerge for which nobody has training. Organizations cannot hire fast enough for new AI roles because few people have these skills. This leads to a vicious cycle. With fewer entry-level positions available, there will be fewer young adults entering the job market which results in even fewer workers with this skill set; thus, the shortage of qualified applicants increases; this thereby increases organizations’ vulnerability. Without action taken immediately, this issue will continue to worsen
Way Forward
- Clarify What Skills We Need
Governments and industry must work together to define what cybersecurity workers need in an AI world. Currently, aspiring professionals study networking, software, and vulnerability finding, but AI security training barely exists. Governments should work with universities and companies to clarify needed skills: understanding what AI tools can and cannot do in security, finding and fixing AI system problems.
- Support Workers Who Lose Jobs To Automation
Workers who find themselves losing their jobs due to automation will require government support. All too often without an alternative, these skilled and trained workers will leave their profession forever. The government will need to provide funding for training of displaced employees, support for those changing careers to become cyber security professionals.
- Create Clear Rules For AI Security Tools
When companies create powerful security tools, governments must understand their capabilities and risks. Companies should be required to thoroughly test tools before release, clearly explain what tools can do and their limitations, and explain safety and misuse prevention plans. Governments should monitor actual tool usage, not simply trust voluntary compliance.
- Focus On Basic Security First
Most attacks do not need advanced AI tools. They succeed because organizations have not implemented basic security. Some never update software, train employees, use strong passwords, protect data properly, or test defenses. Governments should require organizations, especially those managing critical systems, to implement these basics.
Conclusion
Claude Mythos matters not because it is a weapon of destruction, but because it forces hard questions: Do we have enough skilled workers? Are our systems well-protected? The answer is no. We face a shortage of 4.8 million cybersecurity workers and lack AI security training. Yet this is also an opportunity. Governments can invest in training, strengthen defenses, and create clear rules for AI security tools. Governments, organizations and educational institutions must collaborate to create viable Cybersecurity career pathways. We can act through either creating panic or creating a trained and prepared workforce to meet today’s challenges. The time is now.
References
- https://www.bbc.com/news/articles/crk1py1jgzko
- https://red.anthropic.com/2026/mythos-preview/
- https://www.anthropic.com/project/glasswing
- https://www.aisi.gov.uk/blog/our-evaluation-of-claude-mythos-previews-cyber-capabilities
- https://www.bsg.ox.ac.uk/people/ciaran-martin
- https://www.isc2.org/Insights/2024/10/Cybersecurity-Workforce-INSIGHTS-October-2024
- https://decrypt.co/364141/anthropic-claude-mythos-serious-threat-overhyped-ai-security-institute
- https://www.businesstoday.in/latest/economy/story/fm-nirmala-sitharaman-wants-sebi-regulated-entities-to-remain-exceptionally-vigilant-heres-why-527437-2026-04-25
- https://www.theweek.in/news/biz-tech/2026/04/25/sebi-38th-anniversary-cybersecurity-concerns.html
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What is Deepfake
Deepfakes have been, a fascinating but unsettling phenomenon that is now prominent in this digital age. These incredibly convincing films have drawn attention and blended in well with our high-tech surroundings. The lifelike but completely manufactured quality of deepfake videos has become an essential component of our digital environment as we traverse the broad reaches of our digital society. While these works have an undoubtedly captivating charm, they have important ramifications. Come along as we examine the deep effects that misuse of deepfakes can have on our globalized digital culture. After many actors now business tycoon Ratan Tata has become the latest victim of deepfake. Tata called out a post from a user that used a fake interview of him in a video recommending Investments.
Case Study
The nuisance of deep fake is sparing none from actors politicians to entrepreneurs everyone is getting caught in the Trap. Soon after the actresses Rashmika Mandana, Katrina Kaif, Kajol and other actresses fell prey to the rising scenario of deepfake, a new case from the industry emerged, which took Mr. Ratan Tata on storm. Business tycoon Ratan Tata has become the latest victim of deepfake. He took to his social media sharing an image of the interview that asked people to invest money in a project in a post on Instagram. Ratan Tata called out a post from a user that used a fake interview of him in a video recommending these Investments.
This nuisance that has been created because of the deepfake is sparing nobody from actors to politicians to entrepreneurs now everyone is getting caught in the trap the latest victim being Ratan Tata. Tech magnate Ratan Tata is the most recent victim of this deepfake phenomenon. The millionaire was seen in the video, which was posted by the Instagram user, giving his followers a once-in-a-million opportunity to "exaggerate investments risk-free."
In the stated video, Ratan Tata was seen giving everyone in India advice mentioning to the public regarding the opportunity to increase their money with no risk and a 100% guarantee. The caption of the video clip stated, "Go to the channel right now."
Tata annotated both the video and the screenshot of the caption with the word "FAKE."
Ongoing Deepfake Assaults in India
Deepfake videos continue to target celebrities, and Priyanka Chopra is also a recent victim of this unsettling trend. Priyanka's deepfake adopts a different strategy than other examples, including actresses like Rashmika Mandanna, Katrina Kaif, Kajol, and Alia Bhatt. Rather than editing her face in contentious situations, the misleading film keeps her looking the same but modifies her voice and replaces real interview quotes with made-up commercial phrases. The deceptive video shows Priyanka promoting a product and talking about her yearly salary, highlighting the worrying development of deepfake technology and its possible effects on prominent personalities.
Prevention and Detection
In order to effectively combat the growing threat posed by deepfake technology, people and institutions should place a high priority on developing critical thinking abilities, carefully examining visual and auditory cues for discrepancies, making use of tools like reverse image searches, keeping up with the latest developments in deepfake trends, and rigorously fact-check reputable media sources. Important actions to improve resistance against deepfake threats include putting in place strong security policies, integrating cutting-edge deepfake detection technologies, supporting the development of ethical AI, and encouraging candid communication and cooperation. We can all work together to effectively and mindfully manage the problems presented by deepfake technology by combining these tactics and making adjustments to the constantly changing terrain.
Conclusion
The current instance involving Ratan Tata serves as an example of how the emergence of counterfeit technology poses an imminent danger to our digital civilization. The fake video, which was posted to Instagram, showed the business tycoon giving financial advice and luring followers with low-risk investment options. Tata quickly called out the footage as "FAKE," highlighting the need for careful media consumption. The Tata incident serves as a reminder of the possible damage deepfakes can do to prominent people's reputations. The issue, in Ratan Tata's instance specifically, demands that public personalities be more mindful of the possible misuse of their virtual identities. We can all work together to strengthen our defenses against this sneaky phenomenon and maintain the trustworthiness of our internet-based culture in the face of ever-changing technological challenges by emphasizing preventive measures like strict safety regulations and the implementation of state-of-the-art deepfake detection technologies.
References
- https://economictimes.indiatimes.com/magazines/panache/ratan-tata-slams-deepfake-video-that-features-him-giving-risk-free-investment-advice/articleshow/105805223.cms
- https://www.ndtv.com/india-news/ratan-tata-flags-deepfake-video-of-his-interview-recommending-investments-4640515
- https://www.businesstoday.in/bt-tv/short-video/viralvideo-business-tycoon-ratan-tata-falls-victim-to-deepfake-408557-2023-12-07
- https://www.livemint.com/news/india/false-ratan-tata-calls-out-a-deepfake-video-of-him-giving-investment-advice-11701926766285.html

Executive Summary
A 57-second video featuring India’s Chief of Army Staff Upendra Dwivedi is widely circulating on social media. The clip is being shared with the claim that the Army chief admitted India had “betrayed” Iran by providing the location of an Iranian naval ship to Israel, allegedly leading to its destruction The video is spreading amid heightened tensions in West Asia involving United States, Israel, and Iran. According to posts sharing the claim, the Iranian naval vessel IRIS Dena, which had participated in a naval event in Visakhapatnam and was returning to Iran with around 130 personnel onboard, was torpedoed by a US submarine near the southern coast of Sri Lanka on March 4 while sailing in the Indian Ocean.
In the viral clip, the speaker—presented as the Indian Army chief—appears to say that India informed Israel about the exact location of the Iranian ship after it left Indian waters, describing Israel as a strategic ally and suggesting that the attack occurred in international waters. The clip also claims that India had no direct involvement in the alleged joint US-Israel torpedo strike.
However, research conducted by the CyberPeace found the claim to be false. Our research shows that the video does not contain a genuine statement from Army Chief Upendra Dwivedi and is in fact a manipulated clip.
Claim
On X (formerly Twitter), a page named GPX (@GPX_Press) shared the video on March 9 with the caption: “India confesses it BETRAYED Iran by leaking the location of an Iranian ship to Israel, leading to its total destruction!”

Fact Check
During the verification process, researchers noticed a ticker in the viral video reading “Raisina Dialogue 2026 × Firstpost.” Using this clue, we conducted a keyword search on YouTube and located a video uploaded by Firstpost on March 7 titled “India’s Army Chief Speaks on Op Sindoor, Pakistan and Future of Warfare | Raisina Dialogue 2026.”
In the 21-minute interview, Army Chief Upendra Dwivedi is seen speaking with strategic affairs expert Harsh V. Pant. According to the video description, the discussion focuses on lessons from Operation Sindoor and the evolving nature of modern warfare.

The viral clip appears to be taken from this interview. However, throughout the conversation, Dwivedi does not mention any conflict involving the United States, Israel, and Iran, nor does he refer to the sinking of an Iranian naval ship in the Indian Ocean. This indicates that the circulating clip has been edited and misrepresented to create a misleading narrative.
For additional verification, the viral video was analyzed using the AI detection tool Hive Moderation. The results suggested a 99.9% probability that the speech in the clip was generated using AI, indicating manipulation of the original footage.

Conclusion
The research makes it clear that the viral video does not reflect an authentic statement by India’s Army Chief Upendra Dwivedi. The clip has been altered and the audio appears to be AI-generated. In other words, the circulating video is a deepfake being shared with a misleading claim.