Using incognito mode and VPN may still not ensure total privacy, according to expert

Introduction

Generative AI models are significant consumers of computational resources and energy required for training and running models. While AI is being hailed as a game-changer, however underneath the shiny exterior, cracks are present which significantly raises concerns for its environmental impact. The development, maintenance, and disposal of AI technology all come with a large carbon footprint. The energy consumption of AI models, particularly large-scale models or image generation systems, these models rely on data centers powered by electricity, often from non-renewable sources, which exacerbates environmental concerns and contributes to substantial carbon emissions.

As AI adoption grows, improving energy efficiency becomes essential. Optimising algorithms, reducing model complexity, and using more efficient hardware can lower the energy footprint of AI systems. Additionally, transitioning to renewable energy sources for data centers can help mitigate their environmental impact. There is a growing need for sustainable AI development, where environmental considerations are integral to model design and deployment.

A breakdown of how generative AI contributes to environmental risks and the pressing need for energy efficiency:

• Gen AI during the training phase has high power consumption, when vast amounts of computational power which is often utilising extensive GPU clusters for weeks or at times even months, consumes a substantial amount of electricity. Post this phase, the inference phase where the deployment of these models takes place for real-time inference, can be energy-extensive especially when we take into account the millions of users of Gen AI.
• The main source of energy used for training and deploying AI models often comes from non-renewable sources which then contribute to the carbon footprint. The data centers where the computations for Gen AI take place are a significant source of carbon emissions if they rely on the use of fossil fuels for their energy needs for the training and deployment of the models. According to a study by MIT, training an AI can produce emissions that are equivalent to around 300 round-trip flights between New York and San Francisco. According to a report by Goldman Sachs, Data Companies will use 8% of US power by 2030, compared to 3% in 2022 as their energy demand grows by 160%.
• The production and disposal of hardware (GPUs, servers) necessary for AI contribute to environmental degradation. Mining for raw materials and disposing of electronic waste (e-waste) are additional environmental concerns. E-waste contains hazardous chemicals, including lead, mercury, and cadmium, that can contaminate soil and water supplies and endanger both human health and the environment. 

Efforts by the Industry to reduce the environmental risk posed by Gen AI 

There are a few examples of how companies are making efforts to reduce their carbon footprint, reduce energy consumption and overall be more environmentally friendly in the long run. Some of the efforts are as under:

• Google's TPUs in particular the Google Tensor are designed specifically for machine learning tasks and offer a higher performance-per-watt ratio compared to traditional GPUs, leading to more efficient AI computations during the shorter periods requiring peak consumption. 
• Researchers at Microsoft, for instance, have developed a so-called “1 bit” architecture that can make LLMs 10 times more energy efficient than the current leading system. This system simplifies the models’ calculations by reducing the values to 0 or 1, slashing power consumption but without sacrificing its performance.
• OpenAI has been working on optimizing the efficiency of its models and exploring ways to reduce the environmental impact of AI and using renewable energy as much as possible including the research into more efficient training methods and model architectures.

Policy Recommendations

We advocate for the sustainable product development process and press the need for Energy Efficiency in AI Models to counter the environmental impact that they have. These improvements would not only be better for the environment but also contribute to the greater and sustainable development of Gen AI.  Some suggestions are as follows:

• AI needs to adopt a Climate justice framework which has been informed by a diverse context and perspectives while working in tandem with the UN’s (Sustainable Development Goals) SDGs.
• Working and developing more efficient algorithms that would require less computational power for both training and inference can reduce energy consumption. Designing more energy-efficient hardware, such as specialized AI accelerators and next-generation GPUs, can help mitigate the environmental impact. 
• Transitioning to renewable energy sources (solar, wind, hydro) can significantly reduce the carbon footprint associated with AI. The World Economic Forum (WEF) projects that by 2050, the total amount of e-waste generated will have surpassed 120 million metric tonnes.
• Employing techniques like model compression, which reduces the size of AI models without sacrificing performance, can lead to less energy-intensive computations. Optimized models are faster and require less hardware, thus consuming less energy.
• Implementing scattered learning approaches, where models are trained across decentralized devices rather than centralized data centers, can lead to a better distribution of energy load evenly and reduce the overall environmental impact.
• Enhancing the energy efficiency of data centers through better cooling systems, improved energy management practices, and the use of AI for optimizing data center operations can contribute to reduced energy consumption.

Final Words

The UN Sustainable Development Goals (SDGs) are crucial for the AI industry just as other industries as they guide responsible innovation. Aligning AI development with the SDGs will ensure ethical practices, promoting sustainability, equity, and inclusivity. This alignment fosters global trust in AI technologies, encourages investment, and drives solutions to pressing global challenges, such as poverty, education, and climate change, ultimately creating a positive impact on society and the environment. The current state of AI is that it is essentially utilizing enormous power and producing a product not efficiently utilizing the power it gets. AI and its derivatives are stressing the environment in such a manner which if it continues will affect the clean water resources and other non-renewable power generation sources which contributed to the huge carbon footprint of the AI industry as a whole.  

References

• https://cio.economictimes.indiatimes.com/news/artificial-intelligence/ais-hunger-for-power-can-be-tamed/111302991
• https://earth.org/the-green-dilemma-can-ai-fulfil-its-potential-without-harming-the-environment/ 
• https://www.technologyreview.com/2019/06/06/239031/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes/
• https://www.scientificamerican.com/article/ais-climate-impact-goes-beyond-its-emissions/ ‍
• https://insights.grcglobalgroup.com/the-environmental-impact-of-ai/

Executive Summary:

Old footage of Indian Cricketer Virat Kohli celebrating Ganesh Chaturthi in September 2023 was being promoted as footage of Virat Kohli at the Ram Mandir Inauguration. A video of cricketer Virat Kohli attending a Ganesh Chaturthi celebration last year has surfaced, with the false claim that it shows him at the Ram Mandir consecration ceremony in Ayodhya on January 22. The Hindi newspaper Dainik Bhaskar and Gujarati newspaper Divya Bhaskar also displayed the now-viral video in their respective editions on January 23, 2024, escalating the false claim. After thorough Investigation, it was found that the Video was old and it was Ganesh Chaturthi Festival where the cricketer attended.

Claims:

Many social media posts, including those from news outlets such as Dainik Bhaskar and Gujarati News Paper Divya Bhaskar, show him attending the Ram Mandir consecration ceremony in Ayodhya on January 22, where after investigation it was found that the Video was of Virat Kohli attending Ganesh Chaturthi in September, 2023.

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The caption of Dainik Bhaskar E-Paper reads, “ क्रिकेटर विराट कोहली भी नजर आए ”

Fact Check:

CyberPeace Research Team did a reverse Image Search of the Video where several results with the Same Black outfit was shared earlier, from where a Bollywood Entertainment Instagram Profile named Bollywood Society shared the same Video in its Page, the caption reads, “Virat Kohli snapped for Ganapaati Darshan” the post was made on 20 September, 2023.

Taking an indication from this we did some keyword search with the Information we have, and it was found in an article by Free Press Journal, Summarizing the article we got to know that Virat Kohli paid a visit to the residence of Shiv Sena leader Rahul Kanal to seek the blessings of Lord Ganpati. The Viral Video and the claim made by the news outlet is false and Misleading.

Conclusion:

The recent Claim made by the Viral Videos and News Outlet is an Old Footage of Virat Kohli attending Ganesh Chaturthi the Video back to the year 2023 but not of the recent auspicious day of Ram Mandir Pran Pratishtha. To be noted that, we also confirmed that Virat Kohli hadn’t attended the Program; there was no confirmation that Virat Kohli attended on 22 January at Ayodhya. Hence, we found this claim to be fake.

• Claim:  Virat Kohli attending the Ram Mandir consecration ceremony in Ayodhya on January 22
• Claimed on: Youtube, X
• Fact Check: Fake

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Introduction

Cert-In (Indian Computer Emergency Response Team) has recently issued the “Guidelines on Information Security Practices” for Government Entities for Safe & Trusted Internet. The guideline has come at a critical time when the Draft Digital India Bill is about to be released, which is aimed at revamping the legal aspects of Indian cyberspace. These guidelines lay down the policy framework and the requirements for critical infrastructure for all government organisations and institutions to improve the overall cyber security of the nation.

What is Cert-In?

A Computer Emergency Response Team (CERT) is a group of information security experts responsible for the protection against, detection of and response to an organisation’s cybersecurity incidents. A CERT may focus on resolving data breaches and denial-of-service attacks and providing alerts and incident handling guidelines. CERTs also conduct ongoing public awareness campaigns and engage in research aimed at improving security systems. The Ministry of Electronics and Information Technology (MeitY) oversees CERT-In. It regularly releases alerts to help individuals and companies safeguard their data, information, and ICT (Information and Communications Technology) infrastructure.

Indian Computer Emergency Response Team (CERT-In) has been established and appointed as national agency in respect of cyber incidents and cyber security incidents in terms of the provisions of section 70B of Information Technology (IT) Act, 2000.

CERT-In requests information from service providers, intermediaries, data centres, and body corporates to coordinate reaction actions and emergency procedures regarding cyber security incidents. It is a focal point for incident reporting and offers round-the-clock security services.  It manages cyber occurrences that are tracked and reported while continuously analysing cyber risks. It strengthens the security barriers for the Indian Internet domain.

Background

India is fast becoming one of the world’s largest connected nations – with over 80 Crore Indians  (Digital Nagriks) presently connected and using the Internet and cyberspace – and with this number is expected to touch 120 Crores in the coming few years. The Digital Nagriks of the country are using the Internet for business, education, finance and various applications and services including Digital Government services. Internet provides growth and innovation and at the same time it has seen rise in cybercrimes, user harm and other challenges to online safety. The policies of the Government are aimed at ensuring an Open, Safe & Trusted and Accountable Internet for its users. Government is fully cognizant and aware of the growing cyber security threats and attacks.

It is the Government of India’s objective to ensure that Digital Nagriks experience a Safe & Trusted Internet. Along with ubiquitous applications of Information & Communication Technologies (ICT) in almost all facets of service delivery and operations, continuously evolving cyber threats have become a concern for the Government. Cyber-attacks can come in the form of malware, ransomware, phishing, data breach etc., that adversely affect an organisation’s information and systems. Cyber threats leading to cyber-attacks or incidents can compromise the confidentiality, integrity, and availability of an organisation’s information and systems and can have far reaching impact on essential services and national interests. To protect against cyber threats, it is important for government entities to implement strong  cybersecurity measures and follow best practices. As ICT infrastructure of the Government entities is one of the preferred targets of the malicious actors, responsibility of implementing good cyber security practices for protecting computers, servers, applications, electronic systems, networks, and data from digital attacks, also remain with the ICT assets’ owner i.e. Government entity.

What are the new Guidelines about?

The Government of India (distribution of business) Rules, 1961’s First Schedule lists a number of Ministries, Departments, Secretariats, and Offices, along with their affiliated and subordinate offices, which are all subject to the rules. They also comprise all governmental organisations, businesses operating in the public sector, and other governmental entities under their administrative control.

“The government has launched a number of steps to guarantee an accessible, trustworthy, and accountable digital environment. With a focus on capabilities, systems, human resources, and awareness, we are extending and speeding our work in the area of cyber security, according to Rajeev Chandrasekhar, Minister of State for Electronics, Information Technology, Skill Development, and Entrepreneurship.

The Recommendations

• Various security domains are covered in the standards, including network security, identity and access management, application security, data security, third-party outsourcing, hardening procedures, security monitoring, incident management, and security audits.
• For instance, the rules advise using only a Standard User (non-administrator) account to use computers and laptops for regular work regarding desktop, laptop, and printer security in the workplace. Users may only be granted administrative access with the CISO’s consent.
• The usage of lengthy passwords containing at least eight characters that combine capital letters, tiny letters, numerals, and special characters; Never save any usernames or passwords in your web browser. Likewise, never save any payment-related data there.
• They include guidelines created by the National Informatics Centre for Chief Information Security Officers (CISOs) and staff members of Central government Ministries/Departments to improve cyber security and cyber hygiene in addition to adhering to industry best practises.

Conclusion

The government has been proactive in the contemporary times to eradicate the menace of cybercrimes and therreats from the Indian cyberspace and hence now we have seen a series of new bills and polices introduced by the Ministry of Electronics and Information Technology, and various other government organisations like Cert-In and TRAI. These policies have been aimed towards being relevant to time and current technologies. The threats from emerging technologies like web 3.0 cannot be ignored and hence with active netizen participation and synergy between government and corporates will lead to a better and improved cyber ecosystem in India.