#FactCheck - Deepfake Video Falsely Claims visuals of a massive rally held in Manipur
Executive Summary:
A viral online video claims visuals of a massive rally organised in Manipur for stopping the violence in Manipur. However, the CyberPeace Research Team has confirmed that the video is a deep fake, created using AI technology to manipulate the crowd into existence. There is no original footage in connection to any similar protest. The claim that promotes the same is therefore, false and misleading.
Claims:
A viral post falsely claims of a massive rally held in Manipur.


Fact Check:
Upon receiving the viral posts, we conducted a Google Lens search on the keyframes of the video. We could not locate any authentic sources mentioning such event held recently or previously. The viral video exhibited signs of digital manipulation, prompting a deeper investigation.
We used AI detection tools, such as TrueMedia and Hive AI Detection tool, to analyze the video. The analysis confirmed with 99.7% confidence that the video was a deepfake. The tools identified "substantial evidence of manipulation," particularly in the crowd and colour gradience , which were found to be artificially generated.



Additionally, an extensive review of official statements and interviews with Manipur State officials revealed no mention of any such rally. No credible reports were found linking to such protests, further confirming the video’s inauthenticity.
Conclusion:
The viral video claims visuals of a massive rally held in Manipur. The research using various tools such as truemedia.org and other AI detection tools confirms that the video is manipulated using AI technology. Additionally, there is no information in any official sources. Thus, the CyberPeace Research Team confirms that the video was manipulated using AI technology, making the claim false and misleading.
- Claim: Massive rally held in Manipur against the ongoing violence viral on social media.
- Claimed on: Instagram and X(Formerly Twitter)
- Fact Check: False & Misleading
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Key points: Data collection, Protecting Children, and Awareness
Introduction
The evolution of technology has drastically changed over the period impacting mankind and their lifestyle. For every single smallest aspect, humans are reliable on the computers they have manufactured. The use of AI has almost hindered mankind, kids these days are more lethargic to work and write more sensibly on their own, but they are more likely interested in television, video games, mobile games, etc. School kids use AI just to complete their homework. Is it a good sign for the country’s future? The study suggests that Tools like ChatGPT is a threat to humans/a child’s potential to be creative and make original content requiring a human writer’s insight. Tools like ChatGPT can remove students’ artistic voices rather than using their unique writing style.
Does any of those browsers or search engines use your search history against you? or How do non-users tend to lose their private info on such a search engine?
Are there any safety measures that one’s the government of a particular country taking to protect their people’s rights?
Some of us might wonder how these two fancy-looking world merge and into, Arey they a boon or curse?
So here’s the top news getting flooded all over the world through the internet,
“Italian Agency impose strict measures on OpenAI’s ChatGPT”
Italy becomes the first Western European country to take serious measures about using Open AI ChatGPT. An Italian Data Protection agency named Garante has set mandates on ChatGPT. Garante has raised concerns about privacy violations and the inability to verify the age of users. Garate has also claimed that the AI ChatBot is violating the EU’s General Data Protection Regulation (GDPR). In a press release, Garante demanded OpenAI take necessary actions.
To begin with, Garante has demanded that OpenAI’s ChatGPT should increase its transparency and give a comprehensive statement about its data processing practices. OpenAI must specify between obtaining user consent for processing users’ data to train its AI model or may rely on a legitimate basis. OpenAI must maintain the privacy of users’ data.
In addition, ChatGPT should also take measures to prevent minors from accessing the technology at such an early stage of life, which could hinder their brain power. ChatGPT should add some age verification system to prevent minors from accessing explicit content. Moreover, Garante suggests that OpenAI should spread awareness among its users about their data being processed to train its AI model. Garante has set a deadline of April 30 for ChatGPT to complete the given tasks. Until then, its service should be banned in the country.
Child safety while surfing on ChatGpt
Italian agency demands age limitation to surf and an age verification method to exclude users under the age of 13, and parental authority should be required for users between the ages of 13 and 18. As this is a matter of security. Children might get exposed to explicit content invalidated to their age or explore illegitimate content. The AI chatbot doesn’t have the sense to determine which content is appropriate for the underage audience. Due to tools like chatbots, subjective things/information are already available to young students, leading to endangered irrespective of their future. As ChatGpt can hinder their potential and ability to create original and creative content for young minds. It is a threat motivation to humans’ motivation to write. Moreover, when students need time to think and analyze they get lethargic due to tools like ChatGPT, and the practice they need fades away.
Collection of User’s Data
According to some reports from the company’s privacy policy, OpenAI ChatGpt collects an assortment of additional data. The first two questions are for a free trial when a session starts. It asks for your Login, and SignUp through your Gmail account collects your IP address, browser type, and the data you put in the form of input, i.e. it collects data on the user’s interaction with the website, It also collects the user’s data like session time, cookies through third party may tend to sell it to an unspecified third party.
This snapshot shows that they have added a few things after Garante’s draft.
Conclusion
AI chatbot – Chatgpt is an advanced technology tool that makes work a little easier, but one surfing on such tools must stay aware of the information they are asking for. Such AI bots are trained to understand mankind, its job is to give a helping hand and not doltish. In case of this, some people tend to provide sensitive information unknowingly, young minds get exposed to explicit information. Such bots need to put some age limitations. Such innovations keep taking place, but it’s individuals’ responsibility what actions to be allowed to access their online connected device. Unlike the Italian Agency, which has taken some preventive measures to keep their user’s data safe, also looking at the adverse effect of such chatbots on a young mind.

Introduction
Cyberspace is the new and the fifth dimension of warfare as recognised by the UN. In recent times we have seen a significant rise in cyber attacks on nations’ strategic interests and critical infrastructure. The scope of cyberwarfare is increasing rapidly in contemporary times. Nations across the globe are struggling with this issue. The Ministry of Defence of the Government of India has been fundamental to take preventive measures towards all attacks on the Republic of India. The ministry is the junction for all three forces: Airforce, Navy and Army and creates coordination between the forces and deploys the force at strategic locations in terms of enemy threats.
The new OS
Governments across the world have developed various cyber security measures and mechanisms to keep data and information safe and secure. Similarly, the Indian Government has been very critical in deploying cybersecurity strategies, policies, measures, and bills to safeguard the Indian cyber-ecosystem. The Ministry of Defence has recently made a transition in terms of the Operating System used in the daily functions of the ministry. Earlier, the ministry was using an OS from Microsoft, which has now been replaced with the indigenous OS named “Maya” based on open-source Ubuntu. This is the first time the ministry will be deploying indigenous operating software. This step comes at a time of global rise in cyber attacks, and the aspect of indigenous OS will prevent malware and spyware attacks.
What is Maya?
Users will not notice many differences while switching to Maya because it has a similar interface and functionality to Windows. The first instruction is to install Maya on all South Block PCs with Internet access before August 15. In these systems, a Chakravyuh “endpoint detection and protection system” is also being installed. Maya isn’t yet installed on any computers connected to the networks of the three Services; instead, it is solely used in Defence Ministry systems. It had also been reviewed by the three Services and would shortly be adopted on service networks. The Army and Air Force were currently reviewing it after the Navy had already given its approval.
OS Maya was created by government development organisations in less than six months. An official from the ministry has informed that Maya would stop malware attacks and other cyberattacks, which have sharply increased. The nation has recently experienced a number of malware and extortion attacks, some of which targeted vital infrastructure. The Defence Ministry has made repeated attempts in the past to switch from Windows to an Indian operating system.
How will the new OS help?
The OS Maya is a critically developed OS and is expected to cater to the needs of all cybersecurity and safety issues of contemporary threats and vulnerabilities.
The following aspects need to be kept in mind in regard to safety and security issues:
- Better and improved security and safety
- Reduced chances of cyberattacks
- Promotion of Inidegenous talent and innovation
- Global standard OS
- Preventing and precautionary measures
- Safety by Design for overall resilience
- Improved Inter forces coordination
- Upskilling and capacity building for Serving personnel
Conclusion
Finally, the emergence of cyberspace as the fifth dimension of warfare has compelled countries all over the world to adopt a proactive stance, and India’s Ministry of Defence has made a significant move in this area. The significance of strengthened cybersecurity measures has been highlighted by the rising frequency and level of complexity of cyberattacks against key assets and vital infrastructure. The Ministry’s choice to use the local Maya operating system is a key step in protecting the country’s cyber-ecosystem. Maya’s debut represents a fundamental shift in the cybersecurity approach as well as a technology transition. This change not only improves the security and protection of confidential data but also demonstrates India’s dedication to supporting innovation and developing homegrown talent. Government development organisations have shown their commitment to solving the changing difficulties of the digital age by producing cutting-edge operating systems like Maya in a relatively short amount of time.

The global race for Artificial Intelligence is heating up, and India has become one of its most important battlegrounds. Over the past few months, tech giants like OpenAI (ChatGPT), Google (Gemini), X (Grok), Meta (Llama), and Perplexity AI have stepped up their presence in the country, not by selling their AI tools, but by offering them free or at deep discounts.
At first, it feels like a huge win for India’s digital generation. Students, professionals, and entrepreneurs today can tap into some of the world’s most powerful AI tools without paying a rupee. It feels like a digital revolution unfolding in real time. Yet, beneath this generosity lies a more complicated truth. Experts caution that this wave of “free” AI access isn’t without strings attached. This offering impacts how India handles data privacy, the fairness of competition, and the pace of the development of homegrown AI innovation that the country is focusing on.
The Market Strategy: Free Now, Pay Later
The choice of global AI companies to offer free access in India is a calculated business strategy. With one of the world’s largest and fastest-growing digital populations, India is a market no tech giant wants to miss. By giving away their AI tools for free, these firms are playing a long game:
- Securing market share early: Flooding the market with free access helps them quickly attract millions of users before Indian startups have a chance to catch up. Recent examples are Perplexity, ChatGPT Go and Gemini AI which are offering free subscriptions to Indian users.
- Gathering local data: Every interaction, every prompt, question, or language pattern, helps these models learn from larger datasets to improve their product offerings in India and the rest of the world. Nothing is free in the world - as the popular saying goes, “if something is free, means you are the product. The same goes for these AI platforms: they monetise user data by analysing chats and their behaviour to refine their model and build paid products. This creates the privacy risk as India currently lacks specific laws to govern how such data is stored, processed or used for AI training.
- Create user dependency: Once users grow accustomed to the quality and convenience of these global models, shifting to Indian alternatives, even when they become paid, will be difficult. This approach mirrors the “freemium” model used in other tech sectors, where users are first attracted through free access and later monetised through subscriptions or premium features, raising ethical concerns.
Impact on Indian Users
For most Indians, the short-term impact of free AI access feels overwhelmingly positive. Tools like ChatGPT and Gemini are breaking down barriers by democratising knowledge and making advanced technology available to everyone, from students, professionals, to small businesses. It’s changing how people learn, think and do - all without spending a single rupee.But the long-term picture isn’t quite as simple. Beneath the convenience lies a set of growing concerns:
- Data privacy risks: Many users don’t realise that their chats, prompts, or queries might be stored and used to train global AI models. Without strong data protection laws in action, sensitive Indian data could easily find its way into foreign systems.
- Overdependence on foreign technology: Once these AI tools become part of people’s daily lives, moving away from them gets harder — especially if free access later turns into paid plans or comes with restrictive conditions.
- Language and cultural bias: Most large AI models are still built mainly around English and Western data. Without enough Indian language content and cultural representation, the technology risks overlooking the very diversity that defines India
Impact on India’s AI Ecosystem
India’s Generative AI market, valued at USD $ 1.30 billion in 2024, is projected to reach 5.40 billion by 2033. Yet, this growth story may become uneven if global players dominate early.
Domestic AI startups face multiple hurdles — limited funding, high compute costs, and difficulty in accessing large, diverse datasets. The arrival of free, GPT-4-level models sharpens these challenges by raising user expectations and increasing customer acquisition costs.
As AI analyst Kashyap Kompella notes, “If users can access GPT-4-level quality at zero cost, their incentive to try local models that still need refinement will be low.” This could stifle innovation at home, resulting in a shallow domestic AI ecosystem where India consumes global technology but contributes little to its creation.
CCI’s Intervention: Guarding Fair Competition
The Competition Commission of India (CCI) has started taking note of how global AI companies are shaping India’s digital market. In a recent report, it cautioned that AI-driven pricing strategies such as offering free or heavily subsidised access could distort healthy competition and create an uneven playing field for smaller Indian developers.
The CCI’s decision to step in is both timely and necessary. Without proper oversight, such tactics could gradually push homegrown AI startups to the sidelines and allow a few foreign tech giants to gain disproportionate influence over India’s emerging AI economy.
What the Indian Government Should Do
To ensure India’s AI landscape remains competitive, inclusive, and innovation-driven, the government must adopt a balanced strategy that safeguards users while empowering local developers.
1. Promote Fair Competition
The government should mandate transparency in free access offers, including their duration, renewal terms, and data-use policies. Exclusivity deals between foreign AI firms and telecom or device companies must be closely monitored to prevent monopolistic practices.
2. Strengthen Data Protection
Under the Digital Personal Data Protection (DPDP) Act, companies should be required to obtain explicit consent from users before using data for model training. Encourage data localisation, ensuring that sensitive Indian data remains stored within India’s borders.
3. Support Domestic AI Innovation
Accelerate the implementation of the IndiaAI Mission to provide public compute infrastructure, open datasets, and research funding to local AI developers like Sarvam AI, an Indian company chosen by the government to build the country's first homegrown large language model (LLM) under IndianAI Mission.
4. Create an Open AI Ecosystem
India should develop national AI benchmarks to evaluate all models, foreign or domestic, on performance, fairness, and linguistic diversity. And at the same time, they have their own national data Centre to train their indigenous AI models.
5. Encourage Responsible Global Collaboration
Speaking at the AI Action Summit 2025, the Prime Minister highlighted that governance should go beyond managing risks and should also promote innovation for the global good. Building on this idea, India should encourage global AI companies to invest meaningfully in the country’s ecosystem through research labs, data centres, and AI education programmes. Such collaborations will ensure that these partnerships not only expand markets but also create value, jobs and knowledge within India.
Conclusion
The surge of free AI access across India represents a defining moment in the nation’s digital journey. On one hand, it’s empowering millions of people and accelerating AI awareness like never before. On the other hand, it poses serious challenges from over-reliance on foreign platforms to potential risks around data privacy and the slow growth of local innovation. India’s real test will be finding the right balance between access and autonomy, allowing global AI leaders to innovate and operate here, but within a framework that protects the interests of Indian users, startups, and data ecosystems. With strong and timely action under the Digital Personal Data Protection (DPDP) Act, the IndiaAI Mission, and the Competition Commission of India’s (CCI) active oversight, India can make sure this AI revolution isn’t just something that happens to the country, but for it.
References
- https://www.moneycontrol.com/artificial-intelligence/cci-study-flags-steep-barriers-for-indian-ai-startups-calls-for-open-data-and-compute-access-to-level-playing-field-article-13600606.html#
- https://www.imarcgroup.com/india-generative-ai-market
- https://www.mea.gov.in/Speeches-Statements.htm?dtl/39020/Opening_Address_by_Prime_Minister_Shri_Narendra_Modi_at_the_AI_Action_Summit_Paris_February_11_2025
- https://m.economictimes.com/tech/artificial-intelligence/nasscom-planning-local-benchmarks-for-indic-ai-models/articleshow/124218208.cms
- https://indianexpress.com/article/business/centre-selects-start-up-sarvam-to-build-country-first-homegrown-ai-model-9967243/#