#FactCheck - "Deep fake Falsely Claimed as a photo of Arvind Kejriwal welcoming Elon Musk when he visited India to discuss Delhi’s administrative policies.”
Executive Summary:
A viral online image claims to show Arvind Kejriwal, Chief Minister of Delhi, welcoming Elon Musk during his visit to India to discuss Delhi’s administrative policies. However, the CyberPeace Research Team has confirmed that the image is a deep fake, created using AI technology. The assertion that Elon Musk visited India to discuss Delhi’s administrative policies is false and misleading.


Claim
A viral image claims that Arvind Kejriwal welcomed Elon Musk during his visit to India to discuss Delhi’s administrative policies.


Fact Check:
Upon receiving the viral posts, we conducted a reverse image search using InVid Reverse Image searching tool. The search traced the image back to different unrelated sources featuring both Arvind Kejriwal and Elon Musk, but none of the sources depicted them together or involved any such event. The viral image displayed visible inconsistencies, such as lighting disparities and unnatural blending, which prompted further investigation.
Using advanced AI detection tools like TrueMedia.org and Hive AI Detection tool, we analyzed the image. The analysis confirmed with 97.5% confidence that the image was a deepfake. The tools identified “substantial evidence of manipulation,” particularly in the merging of facial features and the alignment of clothes and background, which were artificially generated.




Moreover, a review of official statements and credible reports revealed no record of Elon Musk visiting India to discuss Delhi’s administrative policies. Neither Arvind Kejriwal’s office nor Tesla or SpaceX made any announcement regarding such an event, further debunking the viral claim.
Conclusion:
The viral image claiming that Arvind Kejriwal welcomed Elon Musk during his visit to India to discuss Delhi’s administrative policies is a deep fake. Tools like Reverse Image search and AI detection confirm the image’s manipulation through AI technology. Additionally, there is no supporting evidence from any credible sources. The CyberPeace Research Team confirms the claim is false and misleading.
- Claim: Arvind Kejriwal welcomed Elon Musk to India to discuss Delhi’s administrative policies, viral on social media.
- Claimed on: Facebook and X(Formerly Twitter)
- Fact Check: False & Misleading
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Introduction
The Central Electricity Authority (CEA) has released the Draft Central Electricity Authority (Cyber Security in Power Sector) Regulations, 2024, inviting ‘comments’ from stakeholders, including the general public, which are to be submitted by 10 September 2024. The new regulation is intended to make India’s power sector more cyber-resilient and responsive to counter emerging cyber threats and safeguard the nation's power infrastructure.
Key Highlights of the CEA’s New (Cyber Security in Power Sector) Regulations, 2024
- Central Electricity Authority has framed the ‘Cyber Security in Power Sector Regulations, 2024’ in the exercise of the powers conferred by sub-section (1) of 177 of the Electricity Act, 2003 in order to make regulations for measures relating to Cyber Security in the power sector.
- The scope of the regulation entails that these regulations will be applicable to all Responsible Entities, Regional Power Committees, Appropriate Commission, Appropriate Government and Associated Power Sector Government Organizations, and Training Institutes recognized by the Authority, Authority and Vendors.
- One key aspect of the proposed regulation is the establishment of a dedicated Computer Security Incident Response Team (CSIRT) for the power sector. This team will coordinate a unified cyber defense strategy throughout the sector, establishing security frameworks, and serving as the main agency for handling incident response and recovery. The CSIRT will also be responsible for creating/developing Standard Operating Procedures (SOPs), security policies, and best practices for incident response activities in consultation with CERT-In and NCIIPC. The detailed roles and responsibilities of CSIRT are outlined under Chapter 2 of the said regulations.
- All responsible entities in the power sector as mentioned under the scope of the regulation, are mandated to appoint a Chief Information Security Officer (CISO) and an alternate CISO, who need to be Indian nationals and who are senior management employees. The regulations specify that these officers must directly report to the CEO/Head of the Responsible Entity. Thus emphasizing the critical nature of CISO’s roles in safeguarding the nation’s power grid sector assets.
- All Responsible Entities shall establish an Information Security Division (ISD) dedicated to ensuring Cyber Security, headed by the CISO and remain operational around the clock. The schedule under regulation entails that the minimum workforce required for setting up an ISD is 04 (Four) officers including CISO and 04 officers/officials for shift operations. Sufficient workforce and infrastructure support shall be ensured for ISD. The detailed functions and responsibilities of ISD are outlined under Chapter 5 regulation 10. Furthermore, the ISD shall be manned by sufficient numbers of officers, having valid certificates of successful completion of domain-specific Cyber Security courses.
- The regulation obliged the entities to have a defined, documented and maintained Cyber Security Policy which is approved by the Board or Head of the entity. The regulation also obliged the entities to have a Cyber Crisis Management Plan (CCMP) approved by the higher management.
- As regards upskilling and empowerment the regulation advocates for organising or conducting periodic Cyber Security awareness programs and Cyber Security exercises including mock drills and tabletop exercises.
CyberPeace Policy Outlook
CyberPeace Policy & Advocacy Vertical has submitted its detailed recommendations on the proposed ‘Cyber Security in Power Sector Regulations, 2024’ to the Central Electricity Authority, Government of India. We have advised on various aspects within the regulation including harmonisation of these regulations with other rules as issued by CERT-In and NCIIPC, at present. As this needs to be clarified which set of guidelines will supersede in case of any discrepancy that may arise. Additionally, we advised on incorporating or making modifications to specific provisions under the regulation for a more robust framework. We have also emphasized legal mandates and penalties for non-compliance with cybersecurity, so as to make sure that these regulations do not only act as guiding principles but also provide stringent measures in case of non-compliance.
References:

Introduction
As India moves full steam ahead towards a trillion-dollar digital economy, how user data is gathered, processed and safeguarded is under the spotlight. One of the most pervasive but least known technologies used to gather user data is the cookie. Cookies are inserted into every website and application to improve functionality, measure usage and customize content. But they also present enormous privacy threats, particularly when used without explicit user approval.
In 2023, India passed the Digital Personal Data Protection Act (DPDP) to give strong legal protection to data privacy. Though the act does not refer to cookies by name, its language leaves no doubt as to the inclusion of any technology that gathers or processes personal information and thus cookies regulation is at the centre of digital compliance in India. This blog covers what cookies are, how international legislation, such as the GDPR, has addressed them and how India's DPDP will regulate their use.
What Are Cookies and Why Do They Matter?
Cookies are simply small pieces of data that a website stores in the browser. They were originally designed to help websites remember useful information about users, such as your login session or what is in your shopping cart. Netscape initially built them in 1994 to make web surfing more efficient.
Cookies exist in various types. Session cookies are volatile and are deleted when the browser is shut down, whereas persistent cookies are stored on the device to monitor users over a period of time. First-party cookies are made by the site one is visiting, while third-party cookies are from other domains, usually utilised for advertisements or analytics. Special cookies, such as secure cookies, zombie cookies and tracking cookies, differ in intent and danger. They gather information such as IP addresses, device IDs and browsing history information associated with a person, thus making it personal data per the majority of data protection regulations.
A Brief Overview of the GDPR and Cookie Policy
The GDPR regulates how personal data can be processed in general. However, if a cookie collects personal data (like IP addresses or identifiers that can track a person), then GDPR applies as well, because it sets the rules on how that personal data may be processed, what lawful bases are required, and what rights the user has.
The ePrivacy Directive (also called the “Cookie Law”) specifically regulates how cookies and similar technologies can be used. Article 5(3) of the ePrivacy Directive says that storing or accessing information (such as cookies) on a user’s device requires prior, informed consent, unless the cookie is strictly necessary for providing the service requested by the user.
In the seminal Planet49 decision, the Court of Justice of the European Union held that pre-ticked boxes do not represent valid consent. Another prominent enforcement saw Amazon fined €35 million by France's CNIL for using tracking cookies without user consent.
Cookies and India’s Digital Personal Data Protection Act (DPDP), 2023
India's Digital Personal Data Protection Act, 2023 does not refer to cookies specifically but its provisions necessarily come into play when cookies harvest personal data like user activity, IP addresses, or device data. According to DPDP, personal data is to be processed for legitimate purposes with the individual's consent. The consent has to be free, informed, clear and unambiguous. The individuals have to be informed of what data is collected, how it will be processed.. The Act also forbids behavioural monitoring and targeted advertising in the case of children.
The Ministry of Electronics and IT released the Business Requirements Document for Consent Management Systems (BRDCMS) in June 2025. Although it is not binding by law, it provides operational advice on cookie consent. It recommends that websites use cookie banners with "Accept," "Reject," and "Customize" choices. Users must be able to withdraw or change their consent at any moment. Multi-language handling and automatic expiry of cookie preferences are also suggested to suit accessibility and privacy requirements.
The DPDP Act and the BRDCMS together create a robust user-rights model, even in the absence of a special cookie law.
What Should Indian Websites Do?
For the purposes of staying compliant, Indian websites and online platforms need to act promptly to harmonise their use of cookies with DPDP principles. This begins with a transparent and simple cookie banner providing users with an opportunity to accept or decline non-essential cookies. Consent needs to be meaningful; coercive tactics such as cookie walls must not be employed. Websites need to classify cookies (e.g., necessary, analytics and ads) and describe each category's function in plain terms under the privacy policy. Users must be given the option to modify cookie settings anytime using a Consent Management Platform (CMP). Monitoring children or their behavioural information must be strictly off-limits.
These are not only about being compliant with the law, they're about adhering to ethical data stewardship and user trust building.
What Should Users Do?
Cookies need to be understood and controlled by users to maintain online personal privacy. Begin by reading cookie notices thoroughly and declining unnecessary cookies, particularly those associated with tracking or advertising. The majority of browsers today support blocking third-party cookies altogether or deleting them periodically.
It is also recommended to check and modify privacy settings on websites and mobile applications. It is possible to minimise surveillance with the use of browser add-ons such as ad blockers or privacy extensions. Users are also recommended not to blindly accept "accept all" in cookie notices and instead choose "customise" or "reject" where not necessary for their use.
Finally, keeping abreast of data rights under Indian law, such as the right to withdraw consent or to have data deleted, will enable people to reclaim control over their online presence.
Conclusion
Cookies are a fundamental component of the modern web, but they raise significant concerns about individual privacy. India's DPDP Act, 2023, though not explicitly referring to cookies, contains an effective legal framework that regulates any data collection activity involving personal data, including those facilitated by cookies.
As India continues to make progress towards comprehensive rulemaking and regulation, companies need to implement privacy-first practices today. And so must the users, in an active role in their own digital lives. Collectively, compliance, transparency and awareness can build a more secure and ethical internet ecosystem where privacy is prioritised by design.
References
- https://prsindia.org/billtrack/digital-personal-data-protection-bill-2023
- https://gdpr-info.eu/
- https://d38ibwa0xdgwxx.cloudfront.net/create-edition/7c2e2271-6ddd-4161-a46c-c53b8609c09d.pdf
- https://oag.ca.gov/privacy/ccpa
- https://www.barandbench.com/columns/cookie-management-under-the-digital-personal-data-protection-act-2023#:~:text=The%20Business%20Requirements%20Document%20for,the%20DPDP%20Act%20and%20Rules.
- https://samistilegal.in/cookies-meaning-legal-regulations-and-implications/#
- https://secureprivacy.ai/blog/india-digital-personal-data-protection-act-dpdpa-cookie-consent-requirements
- https://law.asia/cookie-use-india/
- https://www.cookielawinfo.com/major-gdpr-fines-2020-2021/#:~:text=4.,French%20websites%20could%20refuse%20cookies.

Introduction
The ongoing debate on whether AI scaling has hit a wall has been rehashed by the underwhelming response to OpenAI’s ChatGPT v5. AI scaling laws, which describe that machine learning models perform better with increased training data, model parameters and computational resources, have guided the rapid progress of Large Language Models (LLMs) so far. But many AI researchers suggest that further improvements in LLMs will have to be effected through large computational costs by orders of magnitude, which does not justify the returns. The question, then, is whether scaling remains a viable path or whether the field must explore new approaches. This is not just a tech issue but a profound innovation challenge for countries like India, charting their own AI course.
The Scaling Wall: Gaps and Innovation Opportunities
Escalating costs, data scarcity, and diminishing gains mean that simply building larger AI models may no longer guarantee breakthroughs. In such a scenario, LLM developers will have to refine new approaches to training these models, for example, by diversifying data types and redefining training techniques.
This global challenge has a bearing on India’s AI ambitions. For India, where compute and data resources are relatively scarce, this scaling slowdown poses both a challenge and an opportunity. While the India AI Mission embodies smart priorities such as democratising compute resources and developing local datasets, looming scaling challenges could prove a roadblock. Realising these ambitions requires strong input from research and academia, and improved coordination between policymakers and startups. The scaling wall highlights systemic innovation gaps where sustained support is needed, not only in hardware but also in talent development, safety research, and efficient model design.
Way Forward
To truly harness AI’s transformative power, India must prioritise policy actions and ecosystem shifts that support smarter, safer, and context-rich research through the following measures:
- Driving Efficiency and Compute Innovation: Instead of relying on brute-force scaling, India should invest in research and startups working on efficient architectures, energy-conscious training methods, and compute optimisation.
- Investing in Multimodal and Diverse Data: While indigenous datasets are being developed under the India AI Mission through AI Kosha, they must be ethically sourced from speech, images, video, sensor data, and regional content, apart from text, to enable context-rich AI models truly tailored to Indian needs.
- Addressing Core Problems for Trustworthy AI: LLMs offered by all major companies, like OpenAI, Grok, and Deepseek, have the problem of unreliability, hallucinations, and biases, since they are primarily built on scaling large datasets and parameters, which have inherent limitations. India should invest in capabilities to solve these issues and design more trustworthy LLMs.
- Supporting Talent Development and Training: Despite its substantial AI talent pool, India faces an impending demand-supply gap. It will need to launch national programs and incentives to upskill engineers, researchers, and students in advanced AI skills such as model efficiency, safety, interpretability, and new training paradigms
Conclusion
The AI scaling wall debate is a reminder that the future of LLMs will depend not on ever-larger models but on smarter, safer, and more sustainable innovation. A new generation of AI is approaching us, and India can help shape its future. The country’s AI Mission and startup ecosystem are well-positioned to lead this shift by focusing on localised needs, efficient technologies, and inclusive growth, if implemented effectively. How India approaches this new set of challenges and translates its ambitions into action, however, remains to be seen.
References
- https://blogs.nvidia.com/blog/ai-scaling-laws/
- https://www.marketingaiinstitute.com/blog/scaling-laws-ai-wall
- https://fortune.com/2025/02/19/generative-ai-scaling-agi-deep-learning/
- https://indiaai.gov.in/
- https://www.deloitte.com/in/en/about/press-room/bridging-the-ai-talent-gap-to-boost-indias-tech-and-economic-impact-deloitte-nasscom-report.html