#FactCheck -Old Karnataka Video Falsely Linked to Holi Celebrations on Eid in Delhi

Introduction

Language is an important part of human communication and a basic aspect of human understanding. The world is a global market and this diversity of languages has led to difficulties in engaging for effective communication and collaboration.  India alone has 22 official languages and countless regional languages and dialects which change every few hundred kilometres. 

AI has emerged to overcome this challenge of language barriers and has stepped into bringing about a transformative shift. It is leading the charge in breaking down traditional barriers and paving the way for more inclusive and seamless global interactions. AI’s integration into language translation has revolutionised the field, addressing longstanding challenges associated with traditional human-centric approaches. The limitations posed by reliance on human translators, such as time constraints, resource limitations, and the inability to handle the data efficiently, paved the way for the furtherance of the transformative impact of AI. However, challenges such as maintaining translation accuracy, addressing cultural nuances, and ensuring data privacy require careful attention to realize AI's full potential.

AI Technologies Bridging Language Gaps

AI tools have transformed translation, transcription, and natural language processing, providing language solutions. They can instantly translate text, transcribe audio, and analyse linguistic nuances, enabling effective cross-cultural communication. Moreover, AI's adaptive capabilities have facilitated language learning, allowing individuals to grasp new languages and adapt their communication styles to diverse cultural contexts.  

AI technologies are making information and services more accessible to non-native speakers and are impacting global business, allowing effective engagement. Building on this transformative potential, various AI tools are now used to bridge language gaps in real-world applications. Some examples of AI’s role in bridging the language gap are:

• Real-time translation tools that enable instant communication by providing translations between languages on the fly. This would help in effortless conversations with clients and partners worldwide. 
• Tools such as ‘speech-to-text’ and ‘text-to-speech’ like Murf AI, Lovo AI, and ElevenLabs work towards converting spoken language into written text and vice versa. These technologies have led to streamlined interactions, boosted productivity, and clarity in global business dealings. Businesses can extract important information, insights, and action points from meetings, interviews, and presentations. 
• AI chatbots like MyGov Corona Helpdesk, WhatsApp Chatbot by the Government of India, Railway Food Order & Delivery by Zoop India, and Gen AI-Powered 'Elena' by Indian School of Business (ISB) are some examples that act as intelligent virtual assistants that engage in real-time conversations, by answering queries, providing information, and facilitating transactions. They offer round-the-clock support, freeing human resources and enhancing customer experience across language barriers.

Challenges and Limitations of AI Translation

While AI’s integration in combatting language barriers is commendable, there are challenges and limitations in overcoming this endeavour. These challenges and limitations are:

• AI translation systems face several challenges in handling accuracy, context, nuance, and idiomatic expressions. 
• These systems may encounter struggles with complex or specialised language, along with those towards regional dialects, leading to potential misinterpretations. 
• Biases within the AI models can further affect the inclusivity of translations, often favouring dominant languages and cultural norms while marginalising others. 
• Ethical concerns, regarding privacy and data security, particularly when sensitive information is processed have also been arising. 
• Ensuring user consent and protecting data integrity are essential to addressing these concerns. As AI continues to evolve, ongoing efforts are needed to improve fairness, transparency, and the cultural sensitivity of translation systems.

AI’s Future  in Language Translation

AI technologies are moving towards improving translation accuracy and contextual understanding, allowing AI models to grasp cultural nuances and idiomatic expressions better. This can significantly enhance communication across diverse languages, fostering multilingual interactions and global collaboration in business, education, and diplomacy. Improvements in AI tech are taking place ubiquitous, and models like GPT and Google Translate are now better at capturing nuances, idioms, and cultural differences, reducing errors. AI tools like the Microsoft Translator help cross-continental teams work seamlessly by enhancing their productivity and inclusivity. 

AI is capable of offering real-time translation in healthcare, education, and public services. This would enable more inclusive environments and bridging communication gaps. For example in the healthcare system, AI-powered translation tools are helping the industry to provide better care by crossing linguistic barriers. Doctors can now communicate with patients who speak different languages, ensuring equitable care even with linguistic boundaries. 

Conclusion

We live in a world where diverse languages pose significant challenges to global communication, and AI has emerged as a powerful tool to bridge these gaps. AI is paving the way for more inclusive and seamless interactions by revolutionising language translation, transcription, and natural language processing. Its ability to break down barriers caused by linguistic diversity ensures effective communication in fields ranging from business to healthcare. Despite challenges like accuracy and cultural sensitivity, the potential for AI to continuously improve is undeniable. As AI technologies evolve, they stand as the key to overcoming language barriers and fostering a more connected and inclusive global community.

Notwithstanding AI's potential abilities to overcome language barriers through advances in natural language processing and translation, cybersecurity and data privacy must always come first. The same technologies that make it easier to communicate globally also put private information at risk. The likelihood of data breaches, personal information misuse, and compromised communication rises in the absence of strict cybersecurity safeguards. Thus, in order to guarantee safe and reliable international Interactions as AI develops, it is crucial to strike a balance between innovation and privacy protection.

References

• https://megasisnetwork.medium.com/ai-and-language-translation-breaking-down-language-barriers-47873cfdb13b
• https://pubmed.ncbi.nlm.nih.gov/38099504/ 
• https://www.linkedin.com/pulse/breaking-language-barriers-ai-era-leveraging-tools-business-a-rad
• https://www.researchgate.net/publication/373842132_Breaking_Down_Barriers_With_Artificial_Intelligence_AI_Cross-Cultural_Communication_in_Foreign_Language_Education

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Executive Summary

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A social media post is being widely circulated claiming that Delhi Police personnel Amit died during the Cockroach Janata Party (CJP) ‘Sansad Chalo’ protest held on July 20, 2026. The post attempts to link his death to violence that allegedly took place during the demonstration. CyberPeace Research Wing’s research found the claim to be false. The research revealed that the death of Head Constable Amit was not related to the CJP protest held on July 20. He died on July 15 after being hit by a speeding vehicle while on duty at Singhu Border. An old accident has been falsely linked to the recent protest through a misleading claim.

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Claim:

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A Facebook user shared a post on July 23, 2026, claiming that a police personnel was martyred during the alleged protest carried out by “student goons and their supporters from Congress and Kejriwal’s party” on July 20. The user further claimed that the protest was responsible for the death of a police personnel and questioned criticism over alleged police action against protesters.

The post’s link, archive link and screenshot are provided below:

https://www.facebook.com/photo?fbid=3562630610568369&set=a.100838436747621 

https://ghostarchive.org/archive/m8QM8

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Fact Check:

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To verify the authenticity of the viral claim, the Desk first examined the official social media accounts of Delhi Police. During the research, the Desk found a post shared on Delhi Police’s official Instagram account on July 16, 2026, which contained the same image being circulated in the viral post.

https://www.instagram.com/p/Da19BQxEmQv/?igsh=cnN1bXZhaHg5OWRs 

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In the next stage of the research, the Desk found an NDTV report published on July 16, 2026. According to the report, Delhi Police had arrested two accused in connection with the death of Head Constable Amit. The arrested individuals were identified as Kuldeep alias Karan and Neeraj. The report stated that police had also seized the vehicle bearing registration number DL11CG2268, which was involved in the accident. An FIR was registered at Alipur Police Station and further research was underway.

https://ndtv.in/delhi-news/delhi-traffic-police-hit-and-run-case-police-arrested-two-accused-car-seize-11777958 

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Further research led the Desk to a related post on the Facebook page of Delhi Samachar TV. According to the post, the hit-and-run case involving Head Constable Amit, who was hit while performing duty at Singhu Border (NH-44), was solved by Delhi Police within hours. The police team arrested two accused and recovered the vehicle used in the incident.

The post’s link and screenshot are provided below:

https://www.facebook.com/reel/1006635078843860

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Conclusion:

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The research established that the death of Delhi Police Head Constable Amit was not connected to the CJP ‘Sansad Chalo’ protest held on July 20, 2026. Amit died on July 15 after being hit by a speeding vehicle while on duty at Singhu Border. The old accident is being falsely linked to the recent protest with a misleading claim.

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Introduction

In recent times the evolution of cyber laws has picked up momentum, primarily because of new and emerging technologies. However, just as with any other law, the same is also strengthened and substantiated by judicial precedents and judgements. Recently Delhi High Court has heard a matter between Tata Sky and Linkedin, where the court has asked them to present their Chief Grievance Officer details and SoP per the intermediary guidelines 2021.

Furthermore, in another news, officials from RBI and Meity have been summoned by the Parliamentary Standing Committee in order to address the rising issues of cyber securities and cybercrimes in India. This comes on the very first day of the monsoon session of the parliament this year. As we move towards the aspects of digital India, addressing these concerns are of utmost importance to safeguard the Indian Netizen.

The Issue

Tata Sky changed its name to Tata Play last year and has since then made its advent in the OTT sector as well. As the rebranding took place, the company was very cautious of anyone using the name Tata Sky in a bad light. Tata Play found that a lot of people on Linkedin had posted their work experience in Tata Sky for multiple years, as any new recruiter cannot verify the same. This poses a misappropriation of the brand’s name. This issue was reported to Linkedin multiple times by officials of Tata Play, but no significant action was seen. This led to an issue between the two brands; hence, a matter has been filed in front of the Hon’ble Delhi High Court to address the issue. The court has taken due cognisance of the issue, and hence in accordance with the Intermediary Guidelines 2021, the court has directed Linkedlin to provide the details of their Cheif Grievance Officer in the public domain and also to share the SoP for the redressal of issues and grievances. The guidelines made it mandatory for all intermediaries to set up a dedicated office in India and appoint a Chief Grievance Officer responsible for effective and efficient redressal of the platform-related offences and grievances within the stipulated period.

The job platform has also been ordered to share the SoPs and the various requirements and safety checks for users to create profiles over Linkedin. The policy of Linkedin is focused towards the users as well as the companies existing on the platform in order to create a synergy between the two.

RBI and Meity Official at Praliament

As we go deeper into cyberspace, especially after the pandemic, we have seen an exponential rise in cybercrimes. Based on statistics, 4 out of 10 people have been victims of cybercrimes in 2022-23, and it is estimated that 70% of the population has been subjected to direct or indirect cybercrime. As per the latest statistics, 85% of Indian children have been subjected to cyberbullying in some form or the other.

The government has taken note of the rising numbers of such crimes and threats, and hence the Parliamentary Committee has summoned the officials from RBI and the Ministery of Electronics and Information Technology to the parliament on July 20, 2023, i.e. the first day of monsoon session at the parliament. This comes at a very crucial time as the Digital Personal Data Protection Bill is to be tabled in the parliament this session and this marks the revamping of the legislation and regulations in the Indian cyberspace. As emerging technologies have started to surround us it is pertinent to create legal safeguards and practices to protect the Indian Netizen at large.

Conclusion

The legal crossroads between Tata Sky and Linkedin will go a long way in establishing the mandates under the Intermediary guidelines in the form of legal precedents. The compliance with the rule of law is the most crucial aspect of any democracy. Hence the separation of power between the Legislature, Judiciary and Execution has been fundamental in safeguarding basic and fundamental rights.  Similarly, the RBI and Meity officials being summoned to the parliament shows the transparency in the system and defines the true spirit of democracy., which will contribute towards creating a safe and secured Indian Cyberspace.

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