#FactCheck - Manipulated Image Alleging Disrespect Towards PM Circulates Online

Introduction

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AI is transforming the way work is done and redefining the nature of jobs over the next decade. In the case of India, it is not just what duties will be taken over by machines, but how millions of employees will move to other sectors, which skills will become more sought-after, and how policy will have to change in response. This article relies on recent labour data of India's Periodic Labour Force Survey (PLFS, 2023-24) and discusses the vulnerabilities to disruption by location and social groups. It recommends viable actions that can be taken to ensure that risks are minimised and economic benefits maximised.

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India’s Labour Market and Its Automation Readiness

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According to India’s Periodic Labour Force Survey (PLFS), the labour market is changing and growing. Participation in the labour force improved to 60.1 per percent in 2023-24 versus 57.9 per cent the year before, and the ratio of the worker population also improved, signifying the increased employment uptake both in the rural and urban geographies (PLFS, 2023-24). There has also been an upsurge of female involvement. However,  a big portion of the job market has been low-wage and informal, with most of the jobs being routine and thus most vulnerable to automation. The statistics indicate a two-tiered reality of the Indian labour market: an increased number of working individuals and a structural weakness.

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AI-Driven Automation’s Impact on Tasks and Emerging Opportunities 

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AI-driven automation, for the most part,  affects the task components of jobs rather than wiping out whole jobs. The most automatable tasks are routine and manual, and more recent developments in AI have extended to non-routine cognitive tasks like document review, customer query handling, basic coding and first-level decision-making. There are two concurrent findings of global studies. To start with, part of the ongoing tasks will be automated or expedited. Second, there will be completely new tasks and work positions around data annotation, the operation of AI systems, prompt engineering, algorithmic supervision and AI adherence (World Bank, 2025; McKinsey, 2017).

In the case of India, this change will be skewed by sector. The manufacturing, back-office IT services, retail and parts of financial services will see the highest rate of disruption due to the concentration of routine processes with the ease of technology adoption. In comparison, healthcare, education, high-tech manufacturing and AI safety auditing are placed to create new skilled jobs. NITI Aayog estimates huge returns in GDP with the adoption of AI but emphasises that India has to invest simultaneously in job creation and reskilling to achieve the returns (NITI Aayog, 2025).

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Groups with Highest Vulnerability in the Transition to Automation

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The PLFS emphasises that a large portion of the Indian population does not have any formal employment and that the social protection is minimal and formal training is not available to them. The risk of displacement is likely to be the greatest for informal employees, making up almost 90% of India’s labour force, who carry out low-skilled, repetitive jobs in the manufacturing and retail industry (PLFS, 2023-24). Women and young people in low-level service jobs also face a greater challenge of transition pressure unless the reskilling and placement efforts can be tailored to them. Meanwhile, major cities and urban centres are likely to have openings for most of the new skilled opportunities at the expense of an increasing geographic and social divide. 

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The Skills and Supply Challenge

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While India’s education and research ecosystem is expanding, there remain significant gaps in preparing the workforce for AI-driven change. Given the vulnerabilities highlighted earlier, AI-focused reskilling must be a priority to equip workers with practical skills that meet industry needs. Short modular programs in areas such as cloud technologies, AI operations, data annotation, human-AI interaction, and cybersecurity can provide workers with employable skills. Particular attention should be given to routine-intensive sectors like manufacturing, retail, and back-office services, as well as to regions with high informal employment or lower access to formal training. Public-private partnerships and localised training initiatives can help ensure that reskilling translates into concrete job opportunities rather than purely theoretical knowledge (NITI Aayog, 2025)

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The Way Forward

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To facilitate the change process, the policy should focus on three interconnected goals: safeguarding the vulnerable, developing competencies on a large-scale level, and directing innovation towards the widespread ability to benefit.

1. Protect the vulnerable through social buffers. Provide informal workers with social protection in the form of portable benefits, temporary income insurance based on reskilling, and earned training leave. While the new labour codes provide essential protections such as unemployment allowances and minimum wage standards, they could be strengthened by incorporating explicit provisions for reskilling. This would better support informal workers during job transitions and enhance workforce adaptability.
2. Short modular courses on cloud computing, cybersecurity, data annotation, AI operations, and human-AI interaction should be planned through collaboration between public and private training providers. Special preference should be given to industry-certified certifications and apprenticeship-based placements. These apprenticeships should be made accessible in multiple languages to ensure inclusivity. Existing government initiatives, such as NASSCOM’s Future Skills Prime, need better outreach and marketing to reach the workforce effectively.
3. Enhance local labour market mediators. Close the disparity between local demand and the supply of labour in the industry by enhancing placement services and government-subsidised internship programmes for displaced employees and encouraging firms to hire and train locally.
4. Invest in AI literacy, AI ethics, and basic education. Democratise access to research and learning by introducing AI literacy in schools, increasing STEM seats in universities, and creating AI labs in the region (NITI Aayog, 2025).
5. Encourage AI adoption that creates jobs rather than replaces them. Fiscal and regulatory incentives should prioritise AI tools that augment worker productivity in routine roles instead of eliminating positions. Public procurement can support firms that demonstrate responsible and inclusive deployment of AI, ensuring technology benefits both business and workforce.
6. Supervise and oversee the transition. Use PLFS and real-time administrative data to monitor shrinking and expanding occupations. High-frequency labour market dashboards will allow making specific interventions in those regions in which the acceleration of displacement occurs.

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Conclusion

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The integration of AI will significantly impact the future of the Indian workforce, but policy will determine its effect on the labour market.  The PLFS indicates increased employment but a structural weakness of informal and routine employment. Evidence from the Indian market and international research points to the fact that the appropriate combination of social protection, skills building and responsible technology implementation can change disruption into a path of upward mobility. There is a very limited window of action. The extent to which India will realise the productivity and GDP benefits predicted by national research, alongside the investments made in labour market infrastructure, remains uncertain. It is crucial that these efforts lead to the capture of gains and facilitate a fair and inclusive transition for workers.

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References

• Annual Report Periodic Labour Force Survey (PLFS) JULY 2022 - JUNE 2023. 
• Future Jobs: Robots, Artificial Intelligence, and Digital Platforms in East Asia and Pacific, World Bank. 
• Jobs Lost, Jobs Gained: What the Future of Work Will Mean for Jobs, Skills, and Wages, McKinsey Global Institute 
• Roadmap for Job Creation in the AI Economy, NITI Aayog
• India central bank chief warns of financial stability risks from growing use of AI, Reuters 
• AI Cyber Attacks Statistics 2025, SQ Magazine. 

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Introduction

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Raksha Bandhan is a cherished festival which is celebrated every year on the full moon day of the Hindu month of Shravan. It is a festival that represents the love, care, and protection that siblings share. This year, Raksha Bandhan falls on 09th August 2025. On this day, sisters tie a sacred thread known as Rakhi on their brothers' wrists as a symbol of love and protection, and in return, brothers promise to safeguard them in all walks of life. The origin of this festival traces back to the Mahabharata, when lord Krishna injured his finger. To bandage the wound, Draupadi, also known as Panchali, tore a piece of her saree and tied it on Krishna's finger. Krishna was touched by her selfless gesture and promised to always protect her, a promise he fulfilled during Drapadi’s time of greatest need. 

Today, in the evolving world driven by technology in all aspects of life, the nature of threats has evolved. In this digital age, physical safety alone is no longer enough. Alongside the traditional vow, there is now a growing need for another promise, the promise of Cyber Raksha (Cyber Safety). As we celebrate the spirit of Raksha Bandhan, this year also take the pledge of offering and taking care of the Cyber Suraksha of your sibling. 

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Ek Vaada Cyber Raksha ka 

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All the brothers and sisters share the bond of mutual care and responsibility. In the evolving threats of cybercrimes, they must understand the vulnerabilities they might face and the cyber safety tips they should be aware of to protect themselves. You must promise to guide, protect each other from online dangers, and help understand the importance of digital safety.  Hence, this Raksha Bandhan, let’s also tie a knot of cyber awareness, responsibility, and digital protection,  because true raksha in today’s age is not only about protection in the offline world, it is about protection in both the offline and online world. 

CyberPeace has curated the following best practices for you to consider in your life and also to share with your sisters and brothers.

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Password Security

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‍It is most important to realise that cybercrooks mostly have their eyes on your passwords to target and gain access to your accounts or information. Scammers try multiple ways to get access to your passwords by way of various methods such as OTP frauds, Fake login pages (spoofing), Social engineering, Credential stuffing, Brute-force attacks, phishing, etc. 

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Quick Tips 

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• Use strong passwords.
• Regularly update passwords.
• Use separate passwords for different accounts.
• Use secure & trusted password managers.
• Use two-factor authentication for an extra layer of security.
• Make sure not to save passwords on random devices.

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Social Media Security

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‍There are endless cyber scams that take place through social media, such as identity theft, cyberbullying, cyber stalking, online harassment, data leaks, suspicious links leading to phishing and malware, exposure to inappropriate content, etc. It becomes important for netizens to protect their accounts, data, and online presence on social media platforms from the growing cyber threats.

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Quick Tips

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• Review app permissions and do not give any unnecessary app permissions.
• Keep your account private or customise your privacy settings as per your needs.
• Be cautious while interacting with strangers.
• Do not click on any suspicious or unknown links.
• Make sure to log out in case you have to log in to your social media on an unfamiliar device, and update your password to prevent unauthorised access.
• Always use Two-Factor authentication for your social media accounts.
• Avoid sharing too much of your personal information on the public story or public posts. This can be used by cybercriminals for social engineering.
• Use the report & block function to protect yourself from spam accounts and unwanted interactions.
• If you encounter any issue, report it to the ‘Platform’s reporting mechanism at the ‘Help Centre’.
• One can also reach out to the platform’s grievance officer.

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Device Security

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In today’s world, the interconnectedness is unavoidable, your devices, be it smartphones, tablets, laptops are not just tools, they are digital extensions of yourself. They contain your discussions, recollections, private information, and frequently your financial and professional information. Safeguarding your devices in the digital world can be equated with safeguarding your physical possessions against undesirable encroachments. Just like a sibling would never let anyone invade your privacy, you too must promise to keep your devices secured against malicious threats like malware, spyware, ransomware, and unauthorized access.

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Quick Tips

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• Update your apps, browsers, and operating systems frequently; these updates frequently contain security vulnerabilities.
• Install reliable anti-virus and anti-malware software, then perform routine device scans.
• Do not download files or apps from unidentified sources.
• Avoid using open or unprotected public Wi-Fi for private activities like email or banking. 
• Employ screen locks (passwords, biometrics, or PINs) to stop unwanted physical access.
• Enable remote wipe or ‘find my Device’ functions in case your device is lost or stolen.

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Digital Payments Security

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‍Rakshabandhan is all about giving, but let’s not make it easy for cyber fraudsters to take! Convenience can come at a great cost. It often comes with a danger of fraud, phishing, and money-stealing schemes, as evidenced by the rise in digital payments and UPI transactions. But by being cautious, one can avoid being defrauded.  Whether you’re gifting a sibling online or shopping for festive deals, promise yourself and your loved ones that you’ll transact wisely and safely.

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Quick Tips

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• Never give out your bank credentials, CVV, OTP, or UPI PIN to anyone, even if they seem trustworthy before extensively verifying their credentials.
• Before completing a transaction, confirm the account information or UPI ID.
• Refund or payment links sent by WhatsApp accounts or unknown numbers should not be clicked. 
• Use only trusted apps (like BHIM, PhonePe, Google Pay, etc.) downloaded from official app stores.

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Email Security

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Your email serves as a key to your digital kingdom and serves as more than just a tool for communication. Your email frequently connects everything, from banking to social networking. Scammers use phishing assaults, malware attachments, and impersonation frauds to target it first.  Just like a sibling watches your back, watch your inbox. Make a vow not to fall for the digital bait.

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Quick tips

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• Never open attachments or links in emails that seem strange or suspicious.
• Subject lines that evoke fear, such as “Account Suspended,” “Urgent Action Required” should be avoided. 
• Verify the sender’s email address at all times because scammers frequently use little misspellings to deceive you.
• Set up two-factor authentication and create a secure, one of a kind password for your email accounts.
• Avoid using unprotected Wi-Fi networks or public computers to check your email.
• Avoid responding to spam emails or unsubscribing through dubious links as this could give the attacker your address. 

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Common scams to watch out for

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Festive deals scams

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As the festive season sales surge in India, so does the risk of cyber scams. Cyber crooks exploit the victims and urge them to share OTPs under the guise of preventing fraudulent activity, sharing malicious links to get sensitive information. 

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Mis-disinformation 

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The spread of mis-disinformation has surged on social media platforms. It spreads like wildfire across the digital landscape, and the need for effective strategies to counteract these challenges has grown exponentially in a very short period. ‘Prebunking’ and ‘Debunking’ are two approaches for countering the growing spread of misinformation online.

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Deepfake and Voice cloning scams

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By using the Deepfake technology, cybercriminals manipulate audio and video content which looks very realistic but, in actuality, is fake. Voice cloning is also a part of deepfake. To create a voice clone of anyone's, audio can be deepfaked too, which closely resembles a real one but, in actuality, is a fake voice created through deepfake technology. 

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Juice Jacking

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Cybercriminals can hack your phone using or exploiting some public charging stations, such as at airports, Malls, hotel rooms, etc. When you plug your cell phone into a USB  power charger, you may be plugging into a hacker. Juice jacking poses a security threat commonly at places that provide free charging stations for mobile devices. 

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Suspicious links & downloads

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Suspicious links & downloads can lead you to a phishing site or install malware into your system, which can even lead to compromise your device, expose sensitive data, and cause financial losses.

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Conclusion

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This Rakhi, ensure your and your sibling’s online safety and security by being cybersafe and smart. You can seek assistance from the CyberPeace Helpline at helpline@cyberpeace.net

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Introduction

Charity and donation scams have continued to persist and are amplified in the digital era, where messages spread rapidly through WhatsApp, emails, and social media. These fraudulent schemes involve threat actors impersonating legitimate charities, government appeals, or social causes to solicit funds. Apart from targeting the general public, they also impact entities such as reputable tech firms and national institutions. Victims are tricked into transferring money or sharing personal information, often under the guise of urgent humanitarian efforts or causes.

A recent incident involves a fake WhatsApp message claiming to be from the Indian Ministry of Defence. The message urged users to donate to a fund for “modernising the Indian Army.” The government later confirmed this message was entirely fabricated and part of a larger scam. It emphasised that no such appeal had been issued by the Ministry, and urged citizens to verify such claims through official government portals before responding.

Tech Industry and Donation-Related Scams

Large corporations are also falling prey. According to media reports, an American IT company recently terminated around 700 Indian employees after uncovering a donation-related fraud. At least 200 of them were reportedly involved in a scheme linked to Telugu organisations in the US. The scam echoed a similar situation that had previously affected Apple, where Indian employees were fired after being implicated in donation fraud tied to the Telugu Association of North America (TANA). Investigations revealed that employees had made questionable donations to these groups in exchange for benefits such as visa support or employment favours.

Common People Targeted

While organisational scandals grab headlines, the common man remains equally or even more vulnerable. In a recent incident, a man lost over ₹1 lakh after clicking on a WhatsApp link asking for donations to a charity. Once he engaged with the link, the fraudsters manipulated him into making repeated transfers under various pretexts, ranging from processing fees to refund-related transactions (social engineering). Scammers often employ a similar set of tactics using urgency, emotional appeal, and impersonation of credible platforms to convince and deceive people.

Cautionary Steps

CyberPeace recommends adopting a cautious and informed approach when making charitable donations, especially online. Here are some key safety measures to follow:

1. Verify Before You Donate. Always double-check the legitimacy of donation appeals. Use official government portals or the official charities' websites. Be wary of unfamiliar phone numbers, email addresses, or WhatsApp forwards asking for money.
   
   
2. Avoid Clicking on Suspicious Links
   Never click on links or download attachments from unknown or unverified sources. These could be phishing links/ malware designed to steal your data or access your bank accounts.
   
   
3. Be Sceptical of Urgency Scammers bank on creating a false sense of urgency to pressure their victims into donating quickly. One must take the time to evaluate before responding.

4. Use Secure Payment Channels Ensure that one makes donations only through platforms that are secure, trusted, and verified. These include official UPI handles, government-backed portals (like PM CARES or Bharat Kosh), among others.
   
   
5. Report Suspected Fraud In case one receives suspicious messages or falls victim to a scam, they are encouraged to report it to cybercrime authorities via cybercrime.gov.in (1930) or the local police, as prompt reporting can prevent further fraud.
   

Conclusion

Charity should never come at the cost of trust and safety. While donating to a good cause is noble, doing it mindfully is essential in today’s scam-prone environment. Always remember: a little caution today can save a lot tomorrow.

References

• https://economictimes.indiatimes.com/news/defence/misleading-message-circulating-on-whatsapp-related-to-donation-for-armys-modernisation-govt/articleshow/120672806.cms?from=mdr
• https://timesofindia.indiatimes.com/technology/tech-news/american-company-sacks-700-of-these-200-in-donation-scam-related-to-telugu-organisations-similar-to-firing-at-apple/articleshow/120075189.cms
• https://timesofindia.indiatimes.com/city/hyderabad/apple-fires-some-indians-over-donation-fraud-tana-under-scrutiny/articleshow/117034457.cms
• https://www.indiatoday.in/technology/news/story/man-gets-link-for-donation-and-charity-on-whatsapp-loses-over-rs-1-lakh-after-clicking-on-it-2688616-2025-03-04 

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