#FactCheck: Fake video falsely claims FM Sitharaman endorsed investment scheme
Executive Summary:
A video gone viral on Facebook claims Union Finance Minister Nirmala Sitharaman endorsed the government’s new investment project. The video has been widely shared. However, our research indicates that the video has been AI altered and is being used to spread misinformation.

Claim:
The claim in this video suggests that Finance Minister Nirmala Sitharaman is endorsing an automotive system that promises daily earnings of ₹15,00,000 with an initial investment of ₹21,000.

Fact Check:
To check the genuineness of the claim, we used the keyword search for “Nirmala Sitharaman investment program” but we haven’t found any investment related scheme. We observed that the lip movements appeared unnatural and did not align perfectly with the speech, leading us to suspect that the video may have been AI-manipulated.
When we reverse searched the video which led us to this DD News live-stream of Sitharaman’s press conference after presenting the Union Budget on February 1, 2025. Sitharaman never mentioned any investment or trading platform during the press conference, showing that the viral video was digitally altered. Technical analysis using Hive moderator further found that the viral clip is Manipulated by voice cloning.

Conclusion:
The viral video on social media shows Union Finance Minister Nirmala Sitharaman endorsing the government’s new investment project as completely voice cloned, manipulated and false. This highlights the risk of online manipulation, making it crucial to verify news with credible sources before sharing it. With the growing risk of AI-generated misinformation, promoting media literacy is essential in the fight against false information.
- Claim: Fake video falsely claims FM Nirmala Sitharaman endorsed an investment scheme.
- Claimed On: Social Media
- Fact Check: False and Misleading
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Introduction
The Telecom Regulatory Authority of India (TRAI) issued a consultation paper titled “Encouraging Innovative Technologies, Services, Use Cases, and Business Models through Regulatory Sandbox in Digital Communication Sector. The paper presents a draft sandbox structure for live testing of new digital communication products or services in a regulated environment. TRAI seeks comments from stakeholders on several parts of the framework.
What is digital communication?
Digital communication is the use of internet tools such as email, social media messaging, and texting to communicate with other people or a specific audience. Even something as easy as viewing the content on this webpage qualifies as digital communication.
Aim of Paper
- Frameworks are intended to support regulators’ desire for innovation while also ensuring economic resilience and consumer protection. Considering this, the Department of Telecom (DoT) asked TRAI to offer recommendations on a regulatory sandbox framework. TRAI approaches the issue with the goal of encouraging creativity and hastening the adoption of cutting-edge digital communications technologies.
- Artificial intelligence, the Internet of Things, edge computing, and other emerging technologies are revolutionizing how we connect, communicate, and access information, driving the digital communication sector to rapidly expand. To keep up with this dynamic environment, an enabling environment for the development and deployment of novel technologies, services, use cases, and business models is required.
- The regulatory sandbox concept is becoming increasingly popular around the world as a means of encouraging innovation in a range of industries. A regulatory sandbox is a regulated environment in which businesses and innovators can test their concepts, commodities, and services while operating under changing restrictions.
- Regulatory Sandbox will benefit the telecom startup ecosystem by providing access to a real-time network environment and other data, allowing them to evaluate the reliability of new applications before releasing them to the market. Regulatory Sandbox also attempts to stimulate cross-sectoral collaboration for carrying out such testing by engaging the assistance of other ministries and departments in order to give the starting company with a single window for acquiring all clearances.
What is regulatory sandbox?
- A regulatory sandbox is a controlled regulatory environment in which new products or services are tested in real-time.
- It serves as a “safe space” for businesses because authorities may or may not allow certain relaxations for the sole purpose of testing.
- The sandbox enables the regulator, innovators, financial service providers, and clients to perform field testing in order to gather evidence on the benefits and hazards of new financial innovations, while closely monitoring and mitigating their risks.
What are the advantages of having a regulatory sandbox?
- Firstly, regulators obtain first-hand empirical evidence on the benefits and risks of emerging technologies and their implications, allowing them to form an informed opinion on the regulatory changes or new regulations that may be required to support useful innovation while mitigating the associated risks.
- Second, sandbox customers can evaluate the viability of a product without the need for a wider and more expensive roll-out. If the product appears to have a high chance of success, it may be authorized and delivered to a wider market more quickly.
Digital communication sector and Regulatory Sandbox
- Many countries’ regulatory organizations have built sandbox settings for telecom tech innovation.
- These frameworks are intended to encourage regulators’ desire for innovation while also promoting economic resilience and consumer protection.
- In this context, the Department of Telecom (DoT) had asked TRAI to give recommendations on a regulatory sandbox framework.
- Written comments on the drafting framework will be received until July 17, 2023, and counter-comments will be taken until August 1, 2023. The Authority’s goal in the digital communication industry is to foster creativity and expedite the use of emerging technologies such as artificial intelligence (AI), the Internet of Things (IoT), and edge computing. These technologies are changing the way individuals connect, engage, and access information, causing rapid changes in the industry.
Conclusion
According to TRAI, these technologies are changing how individuals connect, engage, and obtain information, resulting in significant changes in the sector.
The regulatory sandbox also wants to stimulate cross-sectoral collaboration for carrying out such testing by engaging the assistance of other ministries and departments in order to give the starting company with a single window for acquiring all clearances. The consultation paper covers some of the worldwide regulatory sandbox frameworks in use in the digital communication industry, as well as some of the frameworks in use inside the country in other sectors.

Introduction
Deepfake technology, which combines the words "deep learning" and "fake," uses highly developed artificial intelligence—specifically, generative adversarial networks (GANs)—to produce computer-generated content that is remarkably lifelike, including audio and video recordings. Because it can provide credible false information, there are concerns about its misuse, including identity theft and the transmission of fake information. Cybercriminals leverage AI tools and technologies for malicious activities or for committing various cyber frauds. By such misuse of advanced technologies such as AI, deepfake, and voice clones. Such new cyber threats have emerged.
India Topmost destination for deepfake attacks
According to Sumsub’s identity fraud report 2023, a well-known digital identity verification company with headquarters in the UK. India, Bangladesh, and Pakistan have become an important participants in the Asia-Pacific identity fraud scene with India’s fraud rate growing exponentially by 2.99% from 2022 to 2023. They are among the top ten nations most impacted by the use of deepfake technology. Deepfake technology is being used in a significant number of cybercrimes, according to the newly released Sumsub Identity Fraud Report for 2023, and this trend is expected to continue in the upcoming year. This highlights the need for increased cybersecurity awareness and safeguards as identity fraud poses an increasing concern in the area.
How Deeepfake Works
Deepfakes are a fascinating and worrisome phenomenon that have emerged in the modern digital landscape. These realistic-looking but wholly artificial videos have become quite popular in the last few months. Such realistic-looking, but wholly artificial, movies have been ingrained in the very fabric of our digital civilisation as we navigate its vast landscape. The consequences are enormous and the attraction is irresistible.
Deep Learning Algorithms
Deepfakes examine large datasets, frequently pictures or videos of a target person, using deep learning techniques, especially Generative Adversarial Networks. By mimicking and learning from gestures, speech patterns, and facial expressions, these algorithms can extract valuable information from the data. By using sophisticated approaches, generative models create material that mixes seamlessly with the target context. Misuse of this technology, including the dissemination of false information, is a worry. Sophisticated detection techniques are becoming more and more necessary to separate real content from modified content as deepfake capabilities improve.
Generative Adversarial Networks
Deepfake technology is based on GANs, which use a dual-network design. Made up of a discriminator and a generator, they participate in an ongoing cycle of competition. The discriminator assesses how authentic the generated information is, whereas the generator aims to create fake material, such as realistic voice patterns or facial expressions. The process of creating and evaluating continuously leads to a persistent improvement in Deepfake's effectiveness over time. The whole deepfake production process gets better over time as the discriminator adjusts to become more perceptive and the generator adapts to produce more and more convincing content.
Effect on Community
The extensive use of Deepfake technology has serious ramifications for several industries. As technology develops, immediate action is required to appropriately manage its effects. And promoting ethical use of technologies. This includes strict laws and technological safeguards. Deepfakes are computer trickery that mimics prominent politicians' statements or videos. Thus, it's a serious issue since it has the potential to spread instability and make it difficult for the public to understand the true nature of politics. Deepfake technology has the potential to generate totally new characters or bring stars back to life for posthumous roles in the entertainment industry. It gets harder and harder to tell fake content from authentic content, which makes it simpler for hackers to trick people and businesses.
Ongoing Deepfake Assaults In India
Deepfake videos continue to target popular celebrities, Priyanka Chopra is the most 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 look 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.
Actions Considered by Authorities
A PIL was filed requesting the Delhi High Court that access to websites that produce deepfakes be blocked. The petitioner's attorney argued in court that the government should at the very least establish some guidelines to hold individuals accountable for their misuse of deepfake and AI technology. He also proposed that websites should be asked to identify information produced through AI as such and that they should be prevented from producing illegally. A division bench highlighted how complicated the problem is and suggested the government (Centre) to arrive at a balanced solution without infringing the right to freedom of speech and expression (internet).
Information Technology Minister Ashwini Vaishnaw stated that new laws and guidelines would be implemented by the government to curb the dissemination of deepfake content. He presided over a meeting involving social media companies to talk about the problem of deepfakes. "We will begin drafting regulation immediately, and soon, we are going to have a fresh set of regulations for deepfakes. this might come in the way of amending the current framework or ushering in new rules, or a new law," he stated.
Prevention and Detection Techniques
To effectively combat the growing threat posed by the misuse of 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 adjusting the constantly changing terrain.
Conclusion
Advanced artificial intelligence-powered deepfake technology produces extraordinarily lifelike computer-generated information, raising both creative and moral questions. Misuse of tech or deepfake presents major difficulties such as identity theft and the propagation of misleading information, as demonstrated by examples in India, such as the latest deepfake video involving Priyanka Chopra. It is important to develop critical thinking abilities, use detection strategies including analyzing audio quality and facial expressions, and keep up with current trends in order to counter this danger. A thorough strategy that incorporates fact-checking, preventative tactics, and awareness-raising is necessary to protect against the negative effects of deepfake technology. 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. Creating a true cyber-safe environment for netizens.
References:
- https://yourstory.com/2023/11/unveiling-deepfake-technology-impact
- https://www.indiatoday.in/movies/celebrities/story/deepfake-alert-priyanka-chopra-falls-prey-after-rashmika-mandanna-katrina-kaif-and-alia-bhatt-2472293-2023-12-05
- https://www.csoonline.com/article/1251094/deepfakes-emerge-as-a-top-security-threat-ahead-of-the-2024-us-election.html
- https://timesofindia.indiatimes.com/city/delhi/hc-unwilling-to-step-in-to-curb-deepfakes-delhi-high-court/articleshow/105739942.cms
- https://www.indiatoday.in/india/story/india-among-top-targets-of-deepfake-identity-fraud-2472241-2023-12-05
- https://sumsub.com/fraud-report-2023/

Executive Summary:
A video clip being circulated on social media allegedly shows the Hon’ble President of India, Smt. Droupadi Murmu, the TV anchor Anjana Om Kashyap and the Hon’ble Chief Minister of Uttar Pradesh, Shri Yogi Adityanath promoting a medicine for diabetes. While The CyberPeace Research Team did a thorough investigation, the claim was found to be not true. The video was digitally edited, with original footage of the heavy weight persons being altered to falsely suggest their endorsement of the medication. Specific discrepancies were found in the lip movements and context of the clips which indicated AI Manipulation. Additionally, the distinguished persons featured in the video were actually discussing unrelated topics in their original footage. Therefore, the claim that the video shows endorsements of a diabetes drug by such heavy weights is debunked. The conclusion drawn from the analysis is that the video is an AI creation and does not reflect any genuine promotion. Furthermore, it's also detected by AI voice detection tools.

Claims:
A video making the rounds on social media purporting to show the Hon'ble President of India, Smt. Draupadi Murmu, TV anchor Anjana Om Kashyap, and Hon'ble Chief Minister of Uttar Pradesh Shri Yogi Adityanath giving their endorsement to a diabetes medicine.

Fact Check:
Upon receiving the post we carefully watched the video and certainly found some discrepancies between lip synchronization and the word that we can hear. Also the voice of Chief Minister of Uttar Pradesh Shri Yogi Adityanath seems to be suspicious which clearly indicates some sign of fabrication. In the video, we can hear Hon'ble President of India Smt. Droupadi Murmu endorses a medicine that cured her diabetes. We then divided the video into keyframes, and reverse-searched one of the frames of the video. We landed on a video uploaded by Aaj Tak on their official YouTube Channel.

We found something similar to the same viral video, we can see the courtesy written as Sansad TV. Taking a cue from this we did some keyword searches and found another video uploaded by the YouTube Channel Sansad TV. In this video, we found no mention of any diabetes medicine. It was actually the Swearing in Ceremony of the Hon’ble President of India, Smt. Droupadi Murmu.

In the second part, there was a man addressed as Dr. Abhinash Mishra who allegedly invented the medicine that cures diabetes. We reverse-searched the image of that person and landed at a CNBC news website where the same face was identified as Dr Atul Gawande who is a professor at Harvard School of Public Health. We watched the video and found no sign of endorsing or talking about any diabetes medicine he invented.

We also extracted the audio from the viral video and analyzed it using the AI audio detection tool named Eleven Labs, which found the audio very likely to be created using the AI Voice generation tool with the probability of 98%.

Hence, the Claim made in the viral video is false and misleading. The Video is digitally edited using different clips and the audio is generated using the AI Voice creation tool to mislead netizens. It is worth noting that we have previously debunked such voice-altered news with bogus claims.
Conclusion:
In conclusion, the viral video claiming that Hon'ble President of India, Smt. Droupadi Murmu and Chief Minister of Uttar Pradesh Shri Yogi Adityanath promoted a diabetes medicine that cured their diabetes, is found to be false. Upon thorough investigation it was found that the video is digitally edited from different clips, the clip of Hon'ble President of India, Smt. Droupadi Murmu is taken from the clip of Oath Taking Ceremony of 15th President of India and the claimed doctor Abhinash Mishra whose video was found in CNBC News Outlet. The real name of the person is Dr. Atul Gawande who is a professor at Harvard School of Public Health. Online users must be careful while receiving such posts and should verify before sharing them with others.
Claim: A video is being circulated on social media claiming to show distinguished individuals promoting a particular medicine for diabetes treatment.
Claimed on: Facebook
Fact Check: Fake & Misleading