#Factcheck-Allu Arjun visits Shiva temple after success of Pushpa 2? No, image is from 2017

Introduction

The Indian Computer Emergency Response Team, CERT-In, is the national statutory agency that responds to Cybersecurity Incidents under the Ministry of Electronics and Information Technology (MeitY) of the Government of India. CERT-In and Information Sharing and Analysis Center (ISAC) have joined hands to develop a focused pool of Cybersecurity Leaders through the National Cyber Security Scholar Program (NCSSP). This National Cyber Security Scholar Program is to create a pool of credible and ethical cybersecurity leaders in the country who prioritise national cyber security in their professional endeavours. This program allows both organisations to jointly issue joint certifications for Cohort 6 of the National Cyber Security Scholar Program (NCSSP). This certification is provided to cybersecurity professionals who complete one of the world’s leading cybersecurity management programs.

About the Program

The National Cybersecurity Scholar (NCSS) is a comprehensive 18-week, 160-hour Instructor-led program for emerging cybersecurity leaders. The ISAC will conduct the program with CERT-IN and KDEM as knowledge partners. This Cyber Security Scholar program aims to provide an extraordinary opportunity, for scholars, to gain hands-on experience in real-world scenarios through activities such as war games. It will allow scholars to acquaint themselves with roles such as that of stakeholders,  including attackers, Security Operations Centre (SOC) teams, Forensicators, Chief Information Security Officers (CISOs), and CEOs, and engage in tabletop exercises that simulate a cyber crisis. This program would allow scholars to understand how responses to cyber crises impact the financial performance of an organisation, including, stock prices and sales.  It offers a treasure trove of insights into the economic impact of cybersecurity decisions and the importance of proactive risk management. 

The program invites applications from various scholars including Mid to senior-level leaders, diplomats and diplomatic corps officers, mid to senior-level government officials involved in homeland and cybersecurity operations, experienced executives from Managed Security Services Providers (MSSPs), faculty members who specialise in new and emerging technologies, cybersecurity professionals in CII sectors and post-doctoral or research scholars in cybersecurity. 

CyberPeace Outlook

The National Cyber Security Scholar Program subsumes several key dimensions working towards building a resilient cybersecurity ecosystem for India.

1. The program focuses on skill development and enhancing scholars’ knowledge in domains of network security, ethical hacking, cyber forensics, incident response, malware analysis, and threat intelligence. 
2. The partnership between CERT-In and ISAC, government and Industry entities, ensures that scholars are exposed to different policy-level frameworks and technical expertise, offering a unique blend of perspectives that cater to the country's national security goals and industry best practices.
3. The scholar program encourages the development of new methodologies, tools, and frameworks that could be instrumental in tackling future cyber challenges and advancing India's position as a global leader in cybersecurity research and development. Research and innovation in cybersecurity are critical to the program.
4. It plays a significant role in providing opportunities for career development by further providing networking platforms with professionals, researchers, and thought leaders in the cybersecurity field, giving them exposure to internships, job placements, and further academic pursuits.

This program aims to support upskilling India’s broader cyber defence strategy through the creation of highly skilled professionals. The scholars are expected to contribute actively to national cybersecurity efforts, whether through roles in government, private sector, or academia, helping to create a more secure and resilient cyberspace. The National Cyber Security Scholar Program is a major advancement in strengthening cybersecurity resilience in India. In a digital world where cyber threats crossing boundaries, such programs are essential for maintaining our national security and economic stability.

References

• https://theprint.in/ani-press-releases/cert-in-and-isac-collaborate-to-develop-focussed-pool-of-cybersecurity-leaders-through-the-national-cyber-security-scholar-program-ncssp/2318021/ 
• https://isacfoundation.org/national-cyber-security-scholar/
• https://cyberversefoundation.org/national-cyber-security-scholar/ 

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Executive Summary:

A video has gone viral that claims to show Hon'ble Minister of Home Affairs, Shri Amit Shah stating that the BJP-Led Central Government intends to end quotas for scheduled castes (SCs), scheduled tribes (STs), and other backward classes (OBCs). On further investigation, it turns out this claim is false as we found the original clip from an official source, while he delivered the speech at Telangana, Shah talked about falsehoods about religion-based reservations, with specific reference to Muslim reservations. It is a digitally altered video and thus the claim is false. 

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Claims:

The video which allegedly claims that the Hon'ble Minister of Home Affairs, Shri Amit Shah will be terminating the reservation quota systems of scheduled castes (SCs), scheduled tribes (STs)  and other backward classes (OBCs) if BJP government was formed again has been viral on social media platforms. 

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English Translation: If the BJP government is formed again we will cancel ST, SC reservations: Hon'ble Minister of Home Affairs, Shri Amit Shah

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Fact Check:

When the video was received we closely observed the name of the news media channel, and it was V6 News. We divided the video into keyframes and reverse searched the images. For one of the keyframes of the video, we found a similar video with the caption “Union Minister Amit Shah Comments Muslim Reservations | V6 Weekend Teenmaar” uploaded by the V6 News Telugu’s verified Youtube channel on April 23, 2023. Taking a cue from this, we also did some keyword searches to find any relevant sources. In the video at the timestamp of 2:38, Hon'ble Minister of Home Affairs, Shri Amit Shah talks about religion-based reservations calling ‘unconstitutional Muslim Reservation’ and that the Government will remove it.

Further, he talks about the SC, ST, and OBC reservations having full rights for quota but not the Muslim reservation. 

While doing the reverse image, we found many other videos uploaded by other media outlets like ANI, Hindustan Times, The Economic Times, etc about ending Muslim reservations from Telangana state, but we found no such evidence that supports the viral claim of removing SC, ST, OBC quota system. After further analysis for any sign of alteration, we found that the viral video was edited while the original information is different. Hence, it’s misleading and false.

Conclusion:

The video featuring the Hon'ble Minister of Home Affairs, Shri Amit Shah announcing that they will remove the reservation quota system of SC, ST and OBC if the new  BJP government is formed again in the ongoing Lok sabha election, is debunked.  After careful analysis, it was found that the video was fake and was created to misrepresent the actual statement of Hon'ble Minister of Home Affairs, Shri Amit Shah. The original footage surfaced on the V6 News Telugu YouTube channel, in which Hon'ble Minister of Home Affairs, Shri Amit Shah was explaining about religion-based reservations, particularly Muslim reservations in Telangana. Unfortunately, the fake video was false and Hon'ble Minister of Home Affairs, Shri Amit Shah did not mention the end of SC, ST, and OBC reservations.

• Claim: The viral video covers the assertion of Hon'ble Minister of Home Affairs, Shri Amit Shah that the BJP government will soon remove reservation quotas for scheduled castes (SCs), scheduled tribes (STs), and other backward classes (OBCs).
• Claimed on:  X (formerly known as Twitter)
• Fact Check:  Fake & Misleading

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A report by MarketsandMarkets in 2024 showed that the global AI market size is estimated to grow from USD 214.6 billion in 2024 to USD 1,339.1 billion in 2030, at a CAGR of 35.7%. AI has become an enabler of productivity and innovation. A Forbes Advisor survey conducted in 2023 reported that 56% of businesses use AI to optimise their operations and drive efficiency. Further, 51% use AI for cybersecurity and fraud management, 47% employ AI-powered digital assistants to enhance productivity and 46% use AI to manage customer relationships.

AI has revolutionised business functions. According to a Forbes survey, 40% of businesses rely on AI for inventory management, 35% harness AI for content production and optimisation and 33% deploy AI-driven product recommendation systems for enhanced customer engagement.  This blog addresses the opportunities and challenges posed by integrating AI into operational efficiency.

Artificial Intelligence and its resultant Operational Efficiency

AI has exemplary optimisation or efficiency capabilities and is widely used to do repetitive tasks. These tasks include payroll processing, data entry, inventory management, patient registration, invoicing, claims processing, and others. AI use has been incorporated into such tasks as it can uncover complex patterns using NLP, machine learning, and deep learning beyond human capabilities. It has also shown promise in improving the decision-making process for businesses in time-critical, high-pressure situations. 

AI-driven efficiency is visible in industries such as the manufacturing industry for predictive maintenance, in the healthcare industry for streamlining diagnostics and in logistics for route optimisation. Some of the most common real-world examples of AI increasing operational efficiency are self-driving cars (Tesla), facial recognition (Apple Face ID), language translation (Google Translate), and medical diagnosis (IBM Watson Health)

Harnessing AI has advantages as it helps optimise the supply chain, extend product life cycles, and ultimately conserve resources and cut operational costs. 

Policy Implications for AI Deployment 

Some of the policy implications for development for AI deployment are as follows:

1. Develop clear and adaptable regulatory frameworks for the ongoing and future developments in AI. The frameworks need to ensure that innovation is not hindered while managing the potential risks. 
2. As AI systems rely on high-quality data that is accessible and interoperable to function effectively and without proper data governance, these systems may produce results that are biased, inaccurate and unreliable. Therefore, it is necessary to ensure data privacy as it is essential to maintain trust and prevent harm to individuals and organisations.
3. Policy developers need to focus on creating policies that upskill the workforce which complements AI development and therefore job displacement. 
4. To ensure cross-border applicability and efficiency of standardising AI policies, the policy-makers need to ensure that international cooperation is achieved when developing the policies.

Addressing Challenges and Risks 

Some of the main challenges that emerge with the development of AI are algorithmic bias, cybersecurity threats and the dependence on exclusive AI solutions or where the company retains exclusive control over the source codes. Some policy approaches that can be taken to mitigate these challenges are:

1. Having a robust accountability mechanism. 
2. Establishing identity and access management policies that have technical controls like authentication and authorisation mechanisms. 
3. Ensure that the learning data that AI systems use follows ethical considerations such as data privacy, fairness in decision-making, transparency, and the interpretability of AI models.

Conclusion 

AI can contribute and provide opportunities to drive operational efficiency in businesses. It can be an optimiser for productivity and costs and foster innovation for different industries. But this power of AI comes with its own considerations and therefore, it must be balanced with proactive policies that address the challenges that emerge such as the need for data governance, algorithmic bias and risks associated with cybersecurity. A solution to overcome these challenges is establishing an adaptable regulatory framework, fostering workforce upskilling and promoting international collaborations. As businesses integrate AI into core functions, it becomes necessary to leverage its potential while safeguarding fairness, transparency, and trust. AI is not just an efficiency tool, it has become a stimulant for organisations operating in a rapidly evolving digital world.

References

• https://indianexpress.com/article/technology/artificial-intelligence/ai-indian-businesses-long-term-gain-operational-efficiency-9717072/ 
• https://www.marketsandmarkets.com/Market-Reports/artificial-intelligence-market-74851580.html
• https://www.forbes.com/councils/forbestechcouncil/2024/08/06/smart-automation-ais-impact-on-operational-efficiency/ 
• https://www.processexcellencenetwork.com/ai/articles/ai-operational-excellence 
• https://www.leewayhertz.com/ai-for-operational-efficiency/ 
• https://www.forbes.com/councils/forbestechcouncil/2024/11/04/bringing-ai-to-the-enterprise-challenges-and-considerations/  

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