#FactCheck: Knife Attack on Schoolgirl in Bangladesh Falsely Given a Communal Angle; Victim Not Hindu

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. 

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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.

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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.

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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 

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Executive Summary:

The viral video circulating on social media about the Indian men’s 4x400m relay team recently broke the Asian record and qualified for the finals of the world Athletics championship. The fact check reveals that this is not a recent event but it is from the World World Athletics Championships, August 2023 that happened in Budapest, Hungary. The Indian team comprising Muhammed Anas Yahiya, Amoj Jacob, Muhammed Ajmal Variyathodi, and Rajesh Ramesh, clocked a time of 2 minutes 59.05 seconds, finishing second behind the USA and breaking the Asian record. Although they performed very well in the heats, they only got fifth place in the finals. The video is being reuploaded with false claims stating its a recent record. 

Claims:

A recent claim that the Indian men’s 4x400m relay team set the Asian record and qualified to the world finals.

Fact Check:

In the recent past, a video of the Indian Men’s 4x400m relay team which set a new Asian record is viral on different Social Media. Many believe that this is a video of the recent achievement of the Indian team. Upon receiving the posts, we did keyword searches based on the input and we found related posts from various social media. We found an article published by ‘The Hindu’ on August 27, 2023.

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According to the article, the Indian team competed in the World Athletics Championship held in Budapest, Hungary. During that time, the team had a very good performance. The Indian team, which consisted of Muhammed Anas Yahiya, Amoj Jacob, Muhammed Ajmal Variyathodi, and Rajesh Ramesh, completed the race in 2:58.47 seconds, coming second after the USA in the event. 

The earlier record was 3.00.25 which was set in 2021. 

This was a new record in Asia, so it was a historic moment for India. Despite their great success, this video is being reshared with captions that implies this is a recent event, which has raised confusion. We also found various social media posts posted on Aug 26, 2023. We also found the same video posted on the official X account of Prime Minister Narendra Modi, the caption of the post reads, “Incredible teamwork at the World Athletics Championships! 

Anas, Amoj, Rajesh Ramesh, and Muhammed Ajmal sprinted into the finals, setting a new Asian Record in the M 4X400m Relay. 

This will be remembered as a triumphant comeback, truly historical for Indian athletics.”

This reveals that this is not a recent event but it is from the World World Athletics Championships, August 2023 that happened in Budapest, Hungary. 

Conclusion:

The viral video of the recent news about the Indian men’s 4x400m relay team breaking the Asian record is not true. The video was from August 2023 that happened at the World Athletics Championships, Budapest. The Indian team broke the Asian record with 2 minutes 59.05 seconds in second position while the US team obtained first position with a timing of 2 minutes 58.47 seconds. However, the video circulated projecting as a recent event is misleading and false.

• Claim:  Recent achievement of the Indian men's 4x400m relay team broke the Asian record and qualified for the World finals.
• Claimed on: X, LinkedIn, Instagram
• Fact Check: Fake & Misleading

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Executive Summary:

This report deals with a recent cyberthreat that took the form of a fake message carrying a title of India Post which is one of the country’s top postal services. The scam alerts recipients to the failure of a delivery due to incomplete address information and requests that they click on a link (http://iydc[.]in/u/5c0c5939f) to confirm their address. Privacy of the victims is compromised as they are led through a deceitful process, thereby putting their data at risk and compromising their security. It is highly recommended that users exercise caution and should not click on suspicious hyperlinks or messages.

False Claim:

The fraudsters send an SMS stating the status of delivery of an India Mail package which could not be delivered due to incomplete address information. They provide a deadline of 12 hours for recipients to confirm their address by clicking on the given link (http://iydc[.]in/u/5c0c5939f). This misleading message seeks to fool people into disclosing personal information or compromising the security of their device. 

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The Deceptive Journey:

• First Contact: The SMS is sent and is claimed to be from India Post, informs users that due to incomplete address information the package could not be delivered.

• Recipients are then expected to take action by clicking on the given link (http://iydc[.]in/u/5c0c5939f) to update the address. The message creates a panic within the recipient as they have only 12 hours to confirm their address on the suspicious link.

• Click the Link: Inquiring or worried recipients click on the link.

• User Data: When the link is clicked, it is suspected to  launch possible remote scripts in the background and collect personal information from users.

• Device Compromise: Occasionally, the website might also try to infect the device with malware or take advantage of security flaws.

The Analysis:

• Phishing Technique: The scam allures its victims with a phishing technique and poses itself as the India Post Team, telling the recipients to click on a suspicious link to confirm the address as the delivery package can’t be delivered due to incomplete address. 
• Fake Website Creation: Victims are redirected to a fraudulent website when they click on the link (http://iydc[.]in/u/5c0c5939f) to update their address.
• Background Scripts: Scripts performing malicious operations such as stealing the visitor information, distributing viruses are suspected to be running in the background. This script can make use of any vulnerability in the device/browser of the user to extract more info or harm the system security.
• Risk of Data Theft: This type of fraud has the potential to steal the data involved because it lures the victims into giving their personal details by creating fake urgency. The threat actors  can use it for various illegal purposes such as financial fraud, identity theft and other criminal purposes in future.
• Domain Analysis: The iydc.in domain was registered on the 5th of April, 2024, just a short time ago. Most of the fraud domains that are put up quickly and utilized in criminal activities are usually registered in a short time.
• Registrar: GoDaddy.com, LLC, a reputable registrar, through which  the domain is registered. 
• DNS: Chase.ns.cloudflare.com and delilah.ns.cloudflare.com are the name servers used by Cloudflare to manage domain name resolution. 
• Registrant: Apart from the fact that it is in Thailand, not much is known about the registrant probably because of using the privacy reduction plugins. 

• Domain Name: iydc.in
• Registry Domain ID: DB3669B210FB24236BF5CF33E4FEA57E9-IN
• Registrar URL: www.godaddy.com
• Registrar: GoDaddy.com, LLC
• Registrar IANA ID: 146
• Updated Date: 2024-04-10T02:37:06Z
• Creation Date: 2024-04-05T02:37:05Z (Registered in very recent time)
• Registry Expiry Date: 2025-04-05T02:37:05Z
• Registrant State/Province: errww
• Registrant Country: TH (Thailand)
• Name Server: delilah.ns.cloudflare.com
• Name Server: chase.ns.cloudflare.com

Note: Cybercriminals used Cloudflare technology to mask the actual IP address of the fraudulent website.

CyberPeace Advisory:

• Do not open the messages received from social platforms in which you think that such messages are suspicious or unsolicited. In the beginning, your own discretion can become your best weapon.
• Falling prey to such scams could compromise your entire system, potentially granting unauthorized access to your microphone, camera, text messages, contacts, pictures, videos, banking applications, and more. Keep your cyber world safe against any attacks.
• Never reveal sensitive data such as your login credentials and banking details to entities where you haven't validated as reliable ones.
• Before sharing any content or clicking on links within messages, always verify the legitimacy of the source. Protect not only yourself but also those in your digital circle.
• Verify the authenticity of alluring offers before taking any action.
  

Conclusion:

The India Post delivery scam is an example of fraudulent activity that uses the name of trusted postal services to trick people. The campaign is initiated by using deceptive texts and fake websites that will trick the recipients into giving out their personal information which can later be used for identity theft, financial losses or device security compromise. Technical analysis shows the sophisticated tactics used by fraudsters through various techniques such as phishing, data harvesting scripts and the creation of fraudulent domains with less registration history etc.  While encountering such messages, it's important to verify their authenticity from official sources and take proactive measures to protect both your personal information and devices from cyber threats. People can reduce the risk of falling for online scams by staying informed and following cybersecurity best practices.

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