#FactCheck - Manipulated Image Alleging Disrespect Towards PM Circulates Online

Introduction

Against the dynamic backdrop of Mumbai, where the intersection of age-old markets and cutting-edge innovation is a daily reality, an initiative of paramount importance has begun to take shape within the hallowed walls of the Reserve Bank of India (RBI). This is not just a tweak, a nudge in policy, or a subtle refinement of protocols. What we're observing is nothing short of a paradigmatic shift, a recalibration of systemic magnitude, that aims to recalibrate the way India's financial monoliths oversee, manage, and secure their informational bedrock – their treasured IT systems.

On the 7th of November, 2023, the Reserve Bank of India, that bastion of monetary oversight and national fiscal stability, unfurled a new doctrine – the 'Master Direction on Information Technology Governance, Risk, Controls, and Assurance Practices.' A document comprehensive in its reach, it presents not merely an update but a consolidation of all previously issued guidelines, instructions, and circulars relevant to IT governance, plaited into a seamless narrative that extols virtues of structured control and unimpeachable assurance practices. Moreover, it grasps the future potential of Business Continuity and Disaster Recovery Management, testaments to RBI's forward-thinking vision.

This novel edict has been crafted with a target audience that spans the varied gamut of financial entities – from Scheduled Commercial Banks to Non-Banking Financial Companies, from Credit Information Companies to All India Financial Institutions. These are the juggernauts that keep the economic wheels of the nation churning, and RBI's precision-guided document is an unambiguous acknowledgment of the vital role IT holds in maintaining the heartbeat of these financial bodies. Here lies a riveting declaration that robust governance structures aren't merely preferred but essential to manage the landscape of IT-related risks that balloon in an era of ever-proliferating digital complexity.

Directive Structure

The directive's structure is a combination of informed precision and intuitive foresight. Its seven chapters are not simply a grouping of topics; they are the seven pillars upon which the temple of IT governance is to be erected. The introductory chapter does more than set the stage – it defines the very reality, the scope, and the applicability of the directive, binding the reader in an inextricable covenant of engagement and anticipation. It's followed by a deep dive into the cradle of IT governance in the second chapter, drawing back the curtain to reveal the nuanced roles and defiant responsibilities bestowed upon the Board of Directors, the IT Strategy Committee, the clairvoyant Senior Management, the IT Steering Committee, and the pivotal Head of IT Function.

As we move along to the third chapter, we encounter the nuts and bolts of IT Infrastructure & Services Management. This is not just a checklist; it is an orchestration of the management of IT services, third-party liaisons, the calculus of capacity management, and the nuances of project management. Here terms like change and patch management, cryptographic controls, and physical and environmental safeguards leap from the page – alive with earnest practicality, demanding not just attention but action.

Transparency deepens as we glide into the fourth chapter with its robust exploration of IT and Information Security Risk Management. Here, the demand for periodic dissection of IT-related perils is made clear, along with the edifice of an IT and Information Security Risk Management Framework, buttressed by the imperatives of Vulnerability Assessment and Penetration Testing.

The fifth chapter presents a tableau of circumspection and preparedness, as it waxes eloquent on the necessity and architecture of a well-honed Business Continuity Plan and a disaster-ready DR Policy. It is a paean to the anticipatory stance financial institutions must employ in a world fraught with uncertainty.

Continuing the narrative, the sixth chapter places the spotlight on Information Systems Audit, delineating the precise role played by the Audit Committee of the Board in ushering in accountability through an exhaustive IS Audit of the institution's virtual expanse.

And as we perch on the final chapter, we're privy to the 'repeal and other provisions' of the directive, underscoring the interplay of other applicable laws and the interpretation a reader may yield from the directive's breadth.

Conclusion 

To proclaim that this directive is a mere step forward in the RBI's exhaustive and assiduous efforts to propel India's financial institutions onto the digital frontier would be a grave understatement. What we are witnessing is the inception of a more adept, more secure, and more resilient financial sector. This directive is nothing less than a beacon, shepherding in an epoch of IT governance marked by impervious governance structures, proactive risk management, and an unyielding commitment to the pursuit of excellence and continuous improvement. This is no ephemeral shift - this is, indisputably, a revolutionary stride into a future where confidence and competence stand as the watchwords in navigating the digital terra incognita.

References:

https://www.businesstoday.in/industry/banks/story/rbi-issues-new-directions-on-it-governance-in-banks-nbfcs-effective-from-april-2024-check-details-405061-2023-11-08

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‍Introduction

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The misinformation crisis has evolved from being merely an abstract risk to a clear-cut and measurable danger to individuals, families, institutions and the whole information ecosystem. The recent death hoax with the famous actor Dharmendra is a perfect illustration of how the monster of falsehoods rises, conquers the world and does damage before the mechanisms of correction have a chance to operate. The first week of November 2025 saw the first wave of reports from different social media accounts and even some online news outlets that claimed Dharmendra had died at the age of 89. The news travelled like wildfire, causing confusion, grief and emotional suffering in large circles of fans, one could say the whole world. But then, the family came to the scene with the loudest, clearest, and most conclusive denial of them all. This case is not a one-time event. It is part of a cycle of misinformation that goes through the stages from one unverified claim to the next due to the emotional value, the virality of platforms, and the accelerating online engagement.

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How One Wrong Post Can Create Worry and Fear

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This kind of false news spreads fast on social media because people share emotional posts without checking the source, and automated accounts often repeat the same claim which makes it look true. Such hoaxes create fear, sadness and stress for fans, and they place sudden pressure on the family who must deal with public worry at a time when they need calm and privacy. The message shared by Hema Malini who is the wife of the actor shows how hurtful and careless misinformation can be, and it reminds everyone that even one false post can create real emotional damage for many people.

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Why This Hoax Spread So Quickly

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1. Sensationalism Drives Engagement: Rumours regarding the passing of a public figure, particularly someone who is universally loved, cause an immediate outburst of feelings. Such news is practically taken for granted by the online public, who are very likely to share it, most of the time without checking its authenticity, which, in turn, leads to viral spread. 
2. Very Fast Weaving-in on social media: Social media networks are very much made for swift sharing. Long before the official sources were able to either confirm or dismiss the matter, posts, reels, and messages ripped through the networks.
3. Digital Users Not Verifying Source: A large part of the audience depends on screenshots, forwards, and unverified posts for keeping up with the news. This opens a very nice environment for the spreading of hoaxes. 
4. Weak Verification Protocols: Although there have been measures to inform the public about misinformation, most news companies still give priority to the speed of reporting rather than its correctness, though not all the time, especially for the more entertaining and attractive topics like the health or death of famous people. 
5. Algorithmic Amplification Risks: The engagement is mainly driven by algorithms that bring to the surface the posts that evoke strong emotions. In a way, it is very unfair because the false or sensational claims are getting in front at the same time as the corrective updates, hence, the public is getting misled. In the absence of algorithmic safeguards, misinformation is on the rise and becoming stronger.

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Best Practices For Users: 

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• Make sure to verify before sharing, especially if the topic is about health or death. 
• Get updates by following official accounts rather than through sharing of viral forwards. 
• Be aware of the emotional manipulation tactics used in misleading information. 

Conclusion

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The rumour surrounding Dharmendra's death is yet another example that misinformation, whether promptly corrected or not, can still inflict distress, cause loss of trust and damage to reputation. It also emphasises the need for stronger information governance, responsible digital journalism, and platform intervention mechanisms as a matter of urgency. This incident, from clicks to consequences, points to a basic truth: misinformation in the digital age is quicker to spread than facts, and the responsibility of putting a stop to it falls on all the stakeholders’ platforms, media, and users.

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References

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• https://timesofindia.indiatimes.com/entertainment/hindi/bollywood/news/esha-deol-and-hema-malini-dismiss-dharmendras-fake-death-news-relieved-fans-pray-for-actors-speedy-recovery-aap-jld-se-jld-apne-ghar-aye/articleshow/125242843.cms
• https://www.altnews.in/media-misreport-bollywood-actor-dharmendra-hasnt-passed-away-yet/
• https://economictimes.indiatimes.com/news/india/dharmendra-death-news-bollywoods-veeru-and-he-man-passes-away-at-89/articleshow/125238900.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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