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The race for global leadership in AI is in full force. As China and the US emerge as the ‘AI Superpowers’ in the world, the world grapples with the questions around AI governance, ethics, regulation, and safety. Some are calling this an ‘AI Arms Race.’ Most of the applications of these AI systems are in large language models for commercial use or military applications. Countries like Germany, Japan, France, Singapore, and India are now participating in this race and are not mere spectators. 

The Government of India’s Ministry of Electronics and Information Technology (MeitY) has launched the IndiaAI Mission, an umbrella program for the use and development of AI technology. This MeitY initiative lays the groundwork for supporting an array of AI goals for the country. The government has allocated INR 10,300 crore for this endeavour. This mission includes pivotal initiatives like the IndiaAI Compute Capacity, IndiaAI Innovation Centre (IAIC), IndiaAI Datasets Platform, IndiaAI Application Development Initiative, IndiaAI FutureSkills, IndiaAI Startup Financing, and Safe & Trusted AI.

There are several challenges and opportunities that India will have to navigate and capitalize on to become a significant player in the global AI race. The various components of India’s ‘AI Stack’ will have to work well in tandem to create a robust ecosystem that yields globally competitive results. The IndiaAI mission focuses on building large language models in vernacular languages and developing compute infrastructure. There must be more focus on developing good datasets and research as well.

Resource Allocation and Infrastructure Development

The government is focusing on building the elementary foundation for AI competitiveness. This includes the procurement of AI chips and compute capacity, about 10,000 graphics processing units (GPUs), to support India’s start-ups, researchers, and academics. These GPUs have been strategically distributed, with 70% being high-end newer models and the remaining 30% comprising lower-end older-generation models. This approach ensures that a robust ecosystem is built, which includes everything from cutting-edge research to more routine applications. A major player in this initiative is Yotta Data Services, which holds the largest share of 9,216 GPUs, including 8,192 Nvidia H100s. Other significant contributors include Amazon AWS's managed service providers, Jio Platforms, and CtrlS Datacenters. 

Policy Implications: Charting a Course for Tech Sovereignty and Self-reliance

With this government initiative, there is a concerted effort to develop indigenous AI models and reduce tech dependence on foreign players. There is a push to develop local Large Language Models and domain-specific foundational models, creating AI solutions that are truly Indian in nature and application. Many advanced chip manufacturing takes place in Taiwan, which has a looming China threat. India’s focus on chip procurement and GPUs speaks to a larger agenda of self-reliance and sovereignty, keeping in mind the geopolitical calculus. This is an important thing to focus on, however, it must not come at the cost of developing the technological ‘know-how’ and research. 

Developing AI capabilities at home also has national security implications. When it comes to defence systems, control over AI infrastructure and data becomes extremely important. The IndiaAI Mission will focus on safe and trusted AI, including developing frameworks that fit the Indian context. It has to be ensured that AI applications align with India's security interests and can be confidently deployed in sensitive defence applications.

The big problem here to solve here is the ‘data problem.’ There must be a focus on developing strategies to mitigate the data problem that disadvantages the Indian AI ecosystem. Some data problems are unique to India, such as generating data in local languages. While other problems are the ones that appear in every AI ecosystem development lifecycle namely generating publicly available data and licensed data. India must strengthen its ‘Digital Public Infrastructure’ and data commons across sectors and domains.

India has proposed setting up the India Data Management Office to serve as India’s data regulator as part of its draft National Data Governance Framework Policy. The MeitY IndiaAI expert working group report also talked about operationalizing the India Datasets Platform and suggested the establishment of data management units within each ministry.

Economic Impact: Growth and Innovation

The government’s focus on technology and industry has far-reaching economic implications. There is a push to develop the AI startup ecosystem in the country. The IndiaAI mission heavily focuses on inviting ideas and projects under its ambit. The investments will strengthen the IndiaAI startup financing system, making it easier for nascent AI businesses to obtain capital and accelerate their development from product to market. Funding provisions for industry-led AI initiatives that promote social impact and stimulate innovation and entrepreneurship are also included in the plan. The government press release states, "The overarching aim of this financial outlay is to ensure a structured implementation of the IndiaAI Mission through a public-private partnership model aimed at nurturing India’s AI innovation ecosystem.”

The government also wants to establish India as a hub for sustainable AI innovation and attract top AI talent from across the globe. One crucial aspect that needs to be worked on here is fostering talent and skill development. India has a unique advantage, that is, top-tier talent in STEM fields. Yet we suffer from a severe talent gap that needs to be addressed on a priority basis. Even though India is making strides in nurturing AI talents, out-migration of tech talent is still a reality. Once the hardware manufacturing “goods-side” of economics transitions to service delivery in the field of AI globally, India will need to be ready to deploy its talent. Several structural and policy interfaces, like the New Education Policy and industry-academic partnership frameworks, allow India to capitalize on this opportunity. 

India’s talent strategy must be robust and long-term, focusing heavily on multi-stakeholder engagement. The government has a pivotal role here by creating industry-academia interfaces and enabling tech hubs and innovation parks.

India's Position in the Global AI Race

India’s foreign policy and geopolitical standpoint have been one of global cooperation. This must not change when it comes to AI. Even though this has been dubbed as the “AI Arms Race,” India should encourage worldwide collaboration on AI R&D through collaboration with other countries in order to strengthen its own capabilities. India must prioritise more significant open-source AI development, work with the US, Europe, Australia, Japan, and other friendly countries to prevent the unethical use of AI and contribute to the formation of a global consensus on the boundaries for AI development. 

The IndiaAI Mission will have far-reaching implications for India’s diplomatic and economic relations. The unique proposition that India comes with is its ethos of inclusivity, ethics, regulation, and safety from the get-go. We should keep up the efforts to create a powerful voice for the Global South in AI. The IndiaAI Mission marks a pivotal moment in India's technological journey. Its success could not only elevate India's status as a tech leader but also serve as a model for other nations looking to harness the power of AI for national development and global competitiveness. In conclusion, the IndiaAI Mission seeks to strengthen India's position as a global leader in AI, promote technological independence, guarantee the ethical and responsible application of AI, and democratise the advantages of AI at all societal levels.

References

• ​​Ashwini Vaishnaw to launch IndiaAI portal, 10 firms to provide 14,000 GPUs. (2025, February 17). https://www.business-standard.com/. Retrieved February 25, 2025, from https://www.business-standard.com/industry/news/indiaai-compute-portal-ashwini-vaishnaw-gpu-artificial-intelligence-jio-125021700245_1.html
• Global IndiaAI Summit 2024 being organized with a commitment to advance responsible development, deployment and adoption of AI in the country. (n.d.). https://pib.gov.in/PressReleaseIframePage.aspx?PRID=2029841
• India to Launch AI Compute Portal, 10 Firms to Supply 14,000 GPUs. (2025, February 17). apacnewsnetwork.com. https://apacnewsnetwork.com/2025/02/india-to-launch-ai-compute-portal-10-firms-to-supply-14000-gpus/
• INDIAai | Pillars. (n.d.). IndiaAI. https://indiaai.gov.in/
• IndiaAI Innovation Challenge 2024 | Software Technology Park of India | Ministry of Electronics & Information Technology Government of India. (n.d.). http://stpi.in/en/events/indiaai-innovation-challenge-2024
• IndiaAI Mission To Deploy 14,000 GPUs For Compute Capacity, Starts Subsidy Plan. (2025, February 17). www.businessworld.in. Retrieved February 25, 2025, from https://www.businessworld.in/article/indiaai-mission-to-deploy-14000-gpus-for-compute-capacity-starts-subsidy-plan-548253
• India’s interesting AI initiatives in 2024: AI landscape in India. (n.d.). IndiaAI. https://indiaai.gov.in/article/india-s-interesting-ai-initiatives-in-2024-ai-landscape-in-india
• Mehra, P. (2025, February 17). Yotta joins India AI Mission to provide advanced GPU, AI cloud services. Techcircle. https://www.techcircle.in/2025/02/17/yotta-joins-india-ai-mission-to-provide-advanced-gpu-ai-cloud-services/
• IndiaAI 2023: Expert Group Report – First Edition. (n.d.). IndiaAI. https://indiaai.gov.in/news/indiaai-2023-expert-group-report-first-edition
• Satish, R., Mahindru, T., World Economic Forum, Microsoft, Butterfield, K. F., Sarkar, A., Roy, A., Kumar, R., Sethi, A., Ravindran, B., Marchant, G., Google, Havens, J., Srichandra (IEEE), Vatsa, M., Goenka, S., Anandan, P., Panicker, R., Srivatsa, R., . . . Kumar, R. (2021). Approach Document for India. In World Economic Forum Centre for the Fourth Industrial Revolution, Approach Document for India [Report]. https://www.niti.gov.in/sites/default/files/2021-02/Responsible-AI-22022021.pdf
• Stratton, J. (2023, August 10). Those who solve the data dilemma will win the A.I. revolution. Fortune. https://fortune.com/2023/08/10/workday-data-ai-revolution/
• Suri, A. (n.d.). The missing pieces in India’s AI puzzle: talent, data, and R&D. Carnegie Endowment for International Peace. https://carnegieendowment.org/research/2025/02/the-missing-pieces-in-indias-ai-puzzle-talent-data-and-randd?lang=en
• The AI arms race. (2024, February 13). Financial Times. https://www.ft.com/content/21eb5996-89a3-11e8-bf9e-8771d5404543

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Introduction 

Prebunking is a technique that shifts the focus from directly challenging falsehoods or telling people what they need to believe to understanding how people are manipulated and misled online to begin with. It is a growing field of research that aims to help people resist persuasion by misinformation. Prebunking, or "attitudinal inoculation," is a way to teach people to spot and resist manipulative messages before they happen.  The crux of the approach is rooted in taking a step backwards and nipping the problem in the bud by deepening our understanding of it, instead of designing redressal mechanisms to tackle it after the fact. It has been proven effective in helping a wide range of people build resilience to misleading information.

Prebunking is a psychological strategy for countering the effect of misinformation with the goal of assisting individuals in identifying and resisting deceptive content, hence increasing resilience against future misinformation. Online manipulation is a complex issue, and multiple approaches are needed to curb its worst effects. Prebunking provides an opportunity to get ahead of online manipulation, providing a layer of protection before individuals encounter malicious content. Prebunking aids individuals in discerning and refuting misleading arguments, thus enabling them to resist a variety of online manipulations. 

Prebunking builds mental defenses for misinformation by providing warnings and counterarguments before people encounter malicious content. Inoculating people against false or misleading information is a powerful and effective method for building trust and understanding along with a personal capacity for discernment and fact-checking. Prebunking teaches people how to separate facts from myths by teaching them the importance of thinking in terms of ‘how you know what you know’ and consensus-building. Prebunking uses examples and case studies to explain the types and risks of misinformation so that individuals can apply these learnings to reject false claims and manipulation in the future as well. 

How Prebunking Helps Individuals Spot Manipulative Messages

Prebunking helps individuals identify manipulative messages by providing them with the necessary tools and knowledge to recognize common techniques used to spread misinformation. Successful prebunking strategies include;

1. Warnings;
2. Preemptive Refutation: It explains the narrative/technique and how particular information is manipulative in structure. The Inoculation treatment messages typically include 2-3 counterarguments and their refutations. An effective rebuttal provides the viewer with skills to fight any erroneous or misleading information they may encounter in the future.
3. Micro-dosing: A weakened or practical example of misinformation that is innocuous. 

All these alert individuals to potential manipulation attempts. Prebunking also offers weakened examples of misinformation, allowing individuals to practice identifying deceptive content. It activates mental defenses, preparing individuals to resist persuasion attempts. Misinformation can exploit cognitive biases: people tend to put a lot of faith in things they’ve heard repeatedly - a fact that malicious actors manipulate by flooding the Internet with their claims to help legitimise them by creating familiarity. The ‘prebunking’ technique helps to create resilience against misinformation and protects our minds from the harmful effects of misinformation. 

Prebunking essentially helps people control the information they consume by teaching them how to discern between accurate and deceptive content. It enables one to develop critical thinking skills, evaluate sources adequately and identify red flags. By incorporating these components and strategies, prebunking enhances the ability to spot manipulative messages, resist deceptive narratives, and make informed decisions when navigating the very dynamic and complex information landscape online.

CyberPeace Policy Recommendations

• Preventing and fighting misinformation necessitates joint efforts between different stakeholders. The government and policymakers should sponsor prebunking initiatives and information literacy programmes to counter misinformation and adopt systematic approaches. Regulatory frameworks should encourage accountability in the dissemination of online information on various platforms. Collaboration with educational institutions, technological companies and civil society organisations can assist in the implementation of prebunking techniques in a variety of areas.
• Higher educational institutions should support prebunking and media literacy and offer professional development opportunities for educators, and scholars by working with academics and professionals on the subject of misinformation by producing research studies on the grey areas and challenges associated with misinformation.
• Technological companies and social media platforms should improve algorithm transparency, create user-friendly tools and resources, and work with fact-checking organisations to incorporate fact-check labels and tools.
• Civil society organisations and NGOs should promote digital literacy campaigns to spread awareness on misinformation and teach prebunking strategies and critical information evaluation. Training programmes should be available to help people recognise and resist deceptive information using prebunking tactics. Advocacy efforts should support legislation or guidelines that support and encourage prebunking efforts and promote media literacy as a basic skill in the digital landscape. 
• Media outlets and journalists including print & social media should follow high journalistic standards and engage in fact-checking activities to ensure information accuracy before release. Collaboration with prebunking professionals, cyber security experts, researchers and advocacy analysts can result in instructional content and initiatives that promote media literacy, prebunking strategies and misinformation awareness.

Final Words

The World Economic Forum's Global Risks Report 2024 identifies misinformation and disinformation as the top most significant risks for the next two years. Misinformation and disinformation are rampant in today’s digital-first reality, and the ever-growing popularity of social media is only going to see the challenges compound further. It is absolutely imperative for all netizens and stakeholders  to adopt proactive approaches to counter the growing problem of misinformation. Prebunking is a powerful problem-solving tool in this regard because it aims at ‘protection through prevention’ instead of limiting the strategy to harm reduction and redressal.  We can draw parallels with the concept of vaccination or inoculation, reducing the probability of a misinformation infection. Prebunking exposes us to a weakened form of misinformation and provides ways to identify it, reducing the chance false information takes root in our psyches.

The most compelling attribute of this approach is that the focus is not only on preventing damage but also creating widespread ownership and citizen participation in the problem-solving process. Every empowered individual creates an additional layer of protection against the scourge of misinformation, not only making safer choices for themselves but also lowering the risk of spreading false claims to others.  

References

• [1] https://www3.weforum.org/docs/WEF_The_Global_Risks_Report_2024.pdf
• [2] https://prebunking.withgoogle.com/docs/A_Practical_Guide_to_Prebunking_Misinformation.pdf
• [3] https://ijoc.org/index.php/ijoc/article/viewFile/17634/3565

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Introduction

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In the fast-paced digital age, misinformation spreads faster than actual news. This was seen recently when inaccurate information on social media was spread, stating that the Election Commission of India (ECI) had taken down e-voter rolls for some states from its website overnight. The rumour confused the public and caused political debate in states like Maharashtra, MP, Bihar, UP and Haryana, resulting in public confusion. But the ECI quickly called the viral information "fake news" and made sure that voters could still get access to the electoral rolls of all States and Union Territories, available at voters.eci.gov.in. The incident shows how electoral information could be harmed by the impact of misinformation and how important it is to verify the authenticity. 

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The Incident and Allegations

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On August 7, 2025, social media posts on platforms like X and WhatsApp claimed that the Election Commission of India had removed e-voter lists from its website. The posts appeared after public allegations about irregularities in certain constituencies. However, the claims about the removal of voter lists were unverified.

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The Election Commission’s Response

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In a formal tweet posted on X, it stated categorically:

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“This is a fake news. Anyone can download the Electoral Roll for any of 36 States/UTs through this link: https://voters.eci.gov.in/download-eroll.”

The Commission clarified that no deletion has been done at all and that all the voters' rolls are intact and accessible to the public. Keeping with the spirit of transparency, the ECI reaffirmed its overall practice of public access to electoral information by clarifying that the system is intact and accessible for inspection.

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Importance of Timely Clarifications

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By countering factually incorrect information the moment it was spread on a large scale, the ECI stopped possible harm to public trust. Election officials rely upon being trusted, and any speculation concerning their honesty can prove harmful to democracy. Such prompt action stops false information from becoming a standard in public discourse.

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Misinformation in the Electoral Space

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• How False Narratives Gain Traction
  Election misinformation increases in significant political environments. Social media, confirmation bias, and increased emotional states during elections enable rumour spread. On this occasion, the unfounded report struck a chord with widespread political distrust, and hence, people easily believed and shared it without checking if it was true or not.

• Risks to Democratic Integrity
  When misinformation impacts election procedures, the consequences can be profound:

1. Erosion of Trust: People can lose faith in the neutrality of election administrators quite easily.
2. Polarization: Untrue assertions tend to reinforce political divides, rendering constructive communication more difficult.

• The Role of Media Literacy
  Combating such mis-disinformation requires more than official statements. Media skills training courses can equip individuals with the ability to recognise warning signs in suspect messages. Even basic actions like checking official sources prior to sharing can move far in keeping untruths from being spread.

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Strategies to Counter Electoral Misinformation

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Multi-Stakeholder Action

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Effective counteracting of electoral disinformation requires coordination among election officials, fact-checkers, media, and platforms.  Actions that are suggested include:

1. Rapid Response Protocols: Institutions should maintain dedicated monitoring teams for quick rebuttals.
2. Confirmed Channels of Communication: Providing official sites and pages for actual electoral news.
3. Proactive Transparency: Regular publication of electoral process updates can anticipate rumours.
4. Platform Accountability: Social media sites must label or limit the visibility of information found to be false by credentialed fact-checkers.

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Conclusion

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The recent allegations of e-voter rolls deletion underscore the susceptibility of contemporary democracies to mis-disinformation. Even though the circumstances were brought back into order by the ECI's swift and unambiguous denunciation, the incident itself serves to emphasise the necessity of preventive steps to maintain election faith. Even though fact-checking alone might not work in an environment where the information space is growing more polarised and algorithmic, the long-term solution to such complications is to grow an ironclad democratic culture where everyone, every organisation, and platforms value the truth over clickbait. The lesson is clear: in the age of instant news, accurate communication is vital for maintaining democratic integrity, not extravagances.

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References

• https://www.newsonair.gov.in/election-commission-dismisses-fake-news-on-removal-of-e-voter-rolls/
• https://economictimes.indiatimes.com/news/india/eci-dismisses-claims-of-removing-e-voter-rolls-from-its-website-calls-it-fake-news/articleshow/123190662.cms
• https://www.thehindu.com/news/national/vote-theft-claim-of-congress-factually-incorrect-election-commission/article69921742.ece
• https://www.thehindu.com/opinion/editorial/a-crisis-of-trust-on-the-election-commission-of-india/article69893682.ece

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