#FactCheck-AI-Generated Viral Image of US President Joe Biden Wearing a Military Uniform

Introduction

The first activity one engages in while using social media is scrolling through their feed and liking or reacting to posts. Social media users' online activity is passive, involving merely reading and observing, while active use occurs when a user consciously decides to share information or comment after actively analysing it. We often "like" photos, posts, and tweets reflexively, hardly stopping to think about why we do it and what information it contains. This act of "liking" or "reacting" is a passive activity that can spark an active discourse. Frequently, we encounter misinformation on social media in various forms, which could be identified as false at first glance if we exercise caution and avoid validating it with our likes.

Passive engagement, such as liking or reacting to a post, triggers social media algorithms to amplify its reach, exposing it to a broader audience. This amplification increases the likelihood of misinformation spreading quickly as more people interact with it. As the content circulates, it gains credibility through repeated exposure, reinforcing false narratives and expanding its impact.

Social media platforms are designed to facilitate communication and conversations for various purposes. However, this design also enables the sharing, exchange, distribution, and reception of content, including misinformation. This can lead to the widespread spread of false information, influencing public opinion and behaviour. Misinformation has been identified as a contributing factor in various contentious events, ranging from elections and referenda to political or religious persecution, as well as the global response to the COVID-19 pandemic.

The Mechanics of Passive Sharing

Sharing a post without checking the facts mentioned or sharing it without providing any context can create situations where misinformation can be knowingly or unknowingly spread. The problem with sharing and forwarding information on social media without fact-checking is that it usually starts in small, trusted networks before going on to be widely seen across the internet. This web which begins is infinite and cutting it from the roots is necessary. The rapid spread of information on social media is driven by algorithms that prioritise engagement and often they amplify misleading or false content and contribute to the spread of misinformation.  The algorithm optimises the feed and ensures that the posts that are most likely to engage with appear at the top of the timeline, thus encouraging a cycle of liking and posting that keeps users active and scrolling.

The internet reaches billions of individuals and enables them to tailor persuasive messages to the specific profiles of individual users. The internet because of its reach is an ideal medium for the fast spread of falsehoods at the expense of accurate information. 

Recommendations for Combating Passive Sharing

The need to combat passive sharing that we indulge in is important and some ways in which we can do so are as follows:

• We need to critically evaluate the sources before sharing any content. This will ensure that the information source is not corrupted and used as a means to cause disruptions. The medium should not be used to spread misinformation due to the source's ulterior motives. Tools such as crowdsourcing and AI methods have been used in the past to evaluate the sources and have been successful to an extent.
• Engaging with fact-checking tools and verifying the information is also crucial. The information that has been shared on the post needs to be verified through authenticated sources before indulging in the practice of sharing. 
• Being mindful of the potential impact of online activity, including likes and shares is important. The kind of reach that social media users have today is due to several reasons ranging from the content they create, the rate at which they engage with other users etc.  Liking and sharing content might not seem much for an individual user but the impact it has collectively is huge.

Conclusion 

Passive sharing of misinformation, like liking or sharing without verification, amplifies false information, erodes trust in legitimate sources, and deepens social and political divides. It can lead to real-world harm and ethical dilemmas. To combat this, critical evaluation, fact-checking, and mindful online engagement are essential to mitigating this passive spread of misinformation. The small act of “like” or “share” has a much more far-reaching effect than we anticipate and we should be mindful of all our activities on the digital platform. 

References

• https://www.tandfonline.com/doi/full/10.1080/00049530.2022.2113340#summary-abstract 
• https://timesofindia.indiatimes.com/city/thane/badlapur-protest-police-warn-against-spreading-fake-news/articleshow/112750638.cms

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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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Overview:

The National Payments Corporation of India (NPCI) officially revealed on the 31st of July 2024 that its client C-Edge Technologies had been subject to a ransomware attack. These circumstances have caused C-Edge to be separated from retail payment systems to  eliminate more threats to the national payment systems. More than 200 cooperative and regional rural banks have been affected leading to disruptions in normal services including ATM withdrawals and UPI transactions.

About C-Edge Technologies:

C-Edge Technologies was founded in the year 2010 especially to meet the specific requirements of the Indian banking and other allied sectors accentuating more on the cooperative and the regional rural banks. The company offers a range of services such as Core Banking Solutions by functioning as the center of a bank where customers’ records are managed and accounting of transactions takes place, Payment Solutions through the implementation of payment gateways and mobile banking facilities, cybersecurity through threat detection and incident response to protect banking organizations, data analytics and AI through the analytics of big banking data to reduce risks and detect frauds.

Details of Ransomware attack:

Reports say, this ransomware attack has been attributed by the RansomEXX group which primarily targeted Brontoo Technology Solutions, a key collaborator with  C-Edge, through a misconfigured Jenkins server, which allowed unauthorized access to the systems.

The RansomExx group also known as Defray777 or Ransom X utilized a sophisticated variant known as RansomEXX v2.0 to execute the attack. This group often targets large organizations and demands substantial ransoms.  RansomEXX uses various malware tools such as IcedID, Vatet Loader, and PyXie RAT. It typically infiltrates systems through phishing emails, exploiting vulnerabilities in applications and services, including Remote Desktop Protocol (RDP).  The ransomware encrypts files using the Advanced Encryption Standard (AES), with the encryption key further secured using RSA encryption. This dual-layer encryption complicates recovery efforts for victims. RansomEXX operates on a ransomware-as-a-service model, allowing affiliates to conduct attacks using its infrastructure. Earlier in 2021,  it attacked StarHub and Gigabyte’s servers for ransome.

Impact due to the attack:

The immediate consequences of the ransomware attack include:

• Service Disruption: This has negative implications to consumers especially the citizens who use the banks to do their day to day banking activities such as withdrawals and online transactions. Among the complaints some of them relate to cases where the sender’s account has been debited without the corresponding credit to the receiver account.

• Isolation Measures: Likely, NPCI is already following the right measures as it had disconnected C-Edge from its networks to contain the proliferation of the ransomware. This decision was made as a precautionary measure so that all functional aspects in a larger financial system are safeguarded.

Operations resumed:

The National Payments Corporation of India (NPCI) said it has restored connectivity with C-Edge Technologies Ltd after the latter’s network connection was severed by NPCI over security concerns that were evaluated by an external forensic auditing firm. The audit affirmed that all affected systems were contained in order to avoid the occurrence of ransomware attack contagion. All the affected systems were localized in C-Edge’s data center and no repercussion was evidenced regarding the infrastructure of the cooperative banks or the regional rural banks that are involved in the business. Both NPCI and C-Edge Technologies have resumed normalcy so that the banking and financial services being offered by these banks remain safe and secure.

Major Implications for Banking Sector:

The attack on C-Edge Technologies raises several critical concerns for the Indian banking sector:

• Cybersecurity Vulnerabilities: It also shows the weak linkages which are present within the technology system that help smaller sized banks. Nevertheless, the service has been offered by C-Edge regarding their cybersecurity solution, this attack evidence that the securities required should improve in all types of banks and banking applications.

• Financial Inclusion Risks: Co operative and regional rural banks also have its importance in the financial inclusion especially in rural and semi urban areas. Gradually, interruptions to their services pose a risk to signal diminished improvement in financial literacy for the excluded groups contrary to the common year advancement.

• Regulatory Scrutiny: After this event, agencies such as the Reserve Bank of India (RBI) may enhance the examination of the banking sector’s cybersecurity mechanisms. Some of the directives may even require institutions to adhere to higher compliance measures regarding the defense against cyber threats.

Way Forward: Mitigation  

• Strengthening Cybersecurity: It is important to enhance the cyber security to eliminate this kind of attacks in the future. This may include using  better threat detection systems, penetration testing to find the vulnerabilities, system hardening, and network monitoring  from time to time.

• Transition to Cloud-Based Solutions: The application of adaptations in cloud solutions can contribute to the enhancement in operative efficiency as well as optimization in the utilization of resources. The security features of cloud should be implemented for  safety  and protection against cyber threats for SMEs in the banking sector.

• Leveraging AI and Data Analytics: Development of the AI-based solutions for fraud and risk control means that bank organizations get the chance to address threats and to regain clients’ trust.

Conclusion:

This ransomware attack in C-Edge Technologies in the banking sector provides a warning for all the infrastructures. Initial cleanup methodologies and quarantining are effective. The continuous monitoring of cyber security features in the infrastructure and awareness between employees helps to avoid these kinds of attacks.  Building up cyber security areas will also effectively safeguard the institution against other cyber risks in the future and fortify the confidence and reliability of the financial system, especially the regional rural banks.

Reference:

• https://www.businesstoday.in/technology/news/story/c-edge-technologies-a-deep-dive-into-the-indian-fintech-powerhouse-hit-by-major-cyberattack-439657-2024-08-01
• https://www.thehindu.com/sci-tech/technology/customers-at-several-small-sized-banks-affected-as-tech-provider-c-edge-suffers-ransomware-attack/article68470198.ece
• https://www.cnbctv18.com/technology/ransomware-attack-disrupts-over-200-co-operative-banks-regional-rural-banks-19452521.htm
• https://timesofindia.indiatimes.com/city/ahmedabad/ransomware-breach-at-c-edge-impacts-transactions-for-cooperative-banks/articleshow/112180914.cms
• https://www.emsisoft.com/en/blog/41027/ransomware-profile-ransomexx/

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