#FactCheck - Debunking the AI-Generated Image of an Alleged Israeli Army Dog Attack

Introduction

The mysteries of the universe have been a subject of curiosity for humans over thousands of years. To solve these unfolding mysteries of the universe, astrophysicists are always busy, and with the growing technology this seems to be achievable. Recently, with the help of Artificial Intelligence (AI), scientists have discovered the depths of the cosmos. AI has revealed the secret equation that properly “weighs” galaxy clusters. This groundbreaking discovery not only sheds light on the formation and behavior of these clusters but also marks a turning point in the investigation and discoveries of new cosmos. Scientists and AI have collaborated to uncover an astounding 430,000 galaxies strewn throughout the cosmos. The large haul includes 30,000 ring galaxies, which are considered the most unusual of all galaxy forms. The discoveries are the first outcomes of the "GALAXY CRUISE" citizen science initiative. They were given by 10,000 volunteers who sifted through data from the Subaru Telescope. After training the AI on 20,000 human-classified galaxies, scientists released it loose on 700,000 galaxies from the Subaru data. 

Brief Analysis

A group of astronomers from the National Astronomical Observatory of Japan (NAOJ) have successfully applied AI to ultra-wide field-of-view images captured by the Subaru Telescope. The researchers achieved a high accuracy rate in finding and classifying spiral galaxies, with the technique being used alongside citizen science for future discoveries.

Astronomers are increasingly using AI to analyse and clean raw astronomical images for scientific research. This involves feeding photos of galaxies into neural network algorithms, which can identify patterns in real data more quickly and less prone to error than manual classification. These networks have numerous interconnected nodes and can recognise patterns, with algorithms now 98% accurate in categorising galaxies.

Another application of AI is to explore the nature of the universe, particularly dark matter and dark energy, which make up over 95% energy of the universe. The quantity and changes in these elements have significant implications for everything from galaxy arrangement.

AI is capable of analysing massive amounts of data, as training data for dark matter and energy comes from complex computer simulations. The neural network is fed these findings to learn about the changing parameters of the universe, allowing cosmologists to target the network towards actual data.

These methods are becoming increasingly important as astronomical observatories generate enormous amounts of data. High-resolution photographs of the sky will be produced from over 60 petabytes of raw data by the Vera C. AI-assisted computers are being utilized for this.

Data annotation techniques for training neural networks include simple tagging and more advanced types like image classification, which classify an image to understand it as a whole. More advanced data annotation methods, such as semantic segmentation, involve grouping an image into clusters and giving each cluster a label.

This way, AI is being used for space exploration and is becoming a crucial tool. It also enables the processing and analysis of vast amounts of data. This advanced technology is fostering the understanding of the universe. However, clear policy guidelines and ethical use of technology should be prioritized while harnessing the true potential of contemporary technology. 

Policy Recommendation

• Real-Time Data Sharing and Collaboration - Effective policies and frameworks should be established to promote real-time data sharing among astronomers, AI developers and research institutes. Open access to astronomical data should be encouraged to facilitate better innovation and bolster the application of AI in space exploration. 
  

• Ethical AI Use - Proper guidelines and a well-structured ethical framework can facilitate judicious AI use in space exploration. The framework can play a critical role in addressing AI issues pertaining to data privacy, AI Algorithm bias and transparent decision-making processes involving AI-based tech. 
• Investing in Research and Development (R&D) in the AI sector - Government and corporate giants should prioritise this opportunity to capitalise on the avenue of AI R&D in the field of space tech and exploration. Such as funding initiatives focusing on developing AI algorithms coded for processing astronomical data, optimising telescope operations and detecting celestial bodies.
• Citizen Science and Public Engagement - Promotion of citizen science initiatives can allow better leverage of AI tools to involve the public in astronomical research. Prominent examples include the SETI @ Home program (Search for Extraterrestrial Intelligence), encouraging better outreach to educate and engage citizens in AI-enabled discovery programs such as the identification of exoplanets, classification of galaxies and discovery of life beyond earth through detecting anomalies in radio waves. 
• Education and Training - Training programs should be implemented to educate astronomers in AI techniques and the intricacies of data science. There is a need to foster collaboration between AI experts, data scientists and astronomers to harness the full potential of AI in space exploration. 
• Bolster Computing Infrastructure - Authorities should ensure proper computing infrastructure should be implemented to facilitate better application of AI in astronomy. This further calls for greater investment in high-performance computing devices and structures to process large amounts of data and AI modelling to analyze astronomical data. 

Conclusion

AI has seen an expansive growth in the field of space exploration. As seen, its multifaceted use cases include discovering new galaxies and classifying celestial objects by analyzing the changing parameters of outer space. Nevertheless, to fully harness its potential, robust policy and regulatory initiatives are required to bolster real-time data sharing not just within the scientific community but also between nations. Policy considerations such as investment in research, promoting citizen scientific initiatives and ensuring education and funding for astronomers. A critical aspect is improving key computing infrastructure, which is crucial for processing the vast amount of data generated by astronomical observatories. 

References

• https://mindy-support.com/news-post/astronomers-are-using-ai-to-make-discoveries/
• https://www.space.com/citizen-scientists-artificial-intelligence-galaxy-discovery
• https://www.sciencedaily.com/releases/2024/03/240325114118.htm
• https://phys.org/news/2023-03-artificial-intelligence-secret-equation-galaxy.html
• https://www.space.com/astronomy-research-ai-future

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Introduction

Rajeev Chandrasekhar, the Union minister of state for information technology (IT), said that the Global Partnership on Artificial Intelligence (GPAI) Summit, which brings together 29 member governments, including the European Union, announced on 13th December 2023 that the New Delhi Declaration had been adopted. The proclamation committed to developing AI applications for medical treatment and agribusiness jointly and taking the needs of the Global South into account when developing AI.

In addition, signing countries committed to leveraging the GPAI infrastructure to establish a worldwide structure for AI safety and trust, as well as to make AI advantages and approaches accessible to all. In order to complete the recommended structure in six months, India also submitted a proposal to host the GPAI Global Governance Summit.

“The New Delhi Declaration, which aims to place GPAI at the forefront of defining the future of AI in terms of both development and building cooperative AI across the partner states, has been unanimously endorsed by 29 GPAI member countries. Nations have come to an agreement to develop AI applications in healthcare, agriculture, and numerous other fields that affect all of our nations and citizens,” Chandrasekhar stated.

The statement highlights GPAI's critical role in tackling modern AI difficulties, such as generative AI, through submitted AI projects meant to maximize benefits and minimize related risks while solving community problems and worldwide difficulties.

GPAI

Global Partnership on Artificial Intelligence (GPAI) is an organisation of 29 countries from the Americas (North and South), Europe and Asia. It has important players such as the US, France, Japan and India, but it excludes China. The previous meeting took place in Japan. In 2024, India will preside over GPAI.

In order to promote and steer the responsible implementation of artificial intelligence based on human rights, multiculturalism, gender equality, innovation, economic growth, the surroundings, and social impact, this forum was established in 2020. Its goal is to bring together elected officials and experts in order to make tangible contributions to the 2030 Agenda and the UN Sustainable Development Goals (SDGs). 

Given the quick and significant advancements in artificial intelligence over the previous year, the meeting in New Delhi attracted particular attention. They have sparked worries about its misuse as well as enthusiasm about its possible advantages.

The Summit

The G20 summit, which India hosted in September 2023, provided an atmosphere for the discussions at the GPAI summit. There, participants of this esteemed worldwide economic conference came to an agreement on how to safely use AI for "Good and for All."

In order to safeguard people's freedoms and security, member governments pledged to address AI-related issues "in a responsible, inclusive, and human-centric manner."

The key tactic devised is to distribute AI's advantages fairly while reducing its hazards. Promoting international collaboration and discourse on global management for AI is the first step toward accomplishing this goal. 

A major milestone in that approach was the GPAI summit.

The conversation on AI was started by India's Prime Minister Narendra Modi, who is undoubtedly one of the most tech-aware and tech-conscious international authorities.

He noted that every system needs to be revolutionary, honest, and trustworthy in order to be sustained.

"There is no doubt that AI is transformative, but it is up to us to make it more and more transparent." He continued by saying that when associated social, ethical, and financial concerns are appropriately addressed, trust will increase.

After extensive discussions, the summit attendees decided on a strategy to establish global collaboration on a number of AI-related issues. The proclamation pledged to place GPAI at the leading edge of defining AI in terms of creativity and cooperation while expanding possibilities for AI in healthcare, agriculture, and other areas of interest, according to Union Minister Rajeev Chandrasekhar.

There was an open discussion of a number of issues, including disinformation, joblessness and bias, protection of sensitive information, and violations of human rights. The participants reaffirmed their dedication to fostering dependable, safe, and secure AI within their respective domains.

Concerns raised by AI

• The issue of legislation comes first. There are now three methods in use. In order to best promote inventiveness, the UK government takes a "less is more" approach to regulation. Conversely, the European Union (EU) is taking a strong stance, planning to propose a new Artificial Intelligence Act that might categorize AI 'in accordance with use-case situations based essentially on the degree of interference and vulnerability'.
• Second, analysts say that India has the potential to lead the world in discussions about AI. For example, India has an advantage when it comes to AI discussions because of its personnel, educational system, technological stack, and populace, according to Markham Erickson of Google's Centers for Excellence. However, he voiced the hope that Indian regulations will be “interoperable” with those of other countries in order to maximize the benefits for small and medium-sized enterprises in the nation.
• Third, there is a general fear about how AI will affect jobs, just as there was in the early years of the Internet's development. Most people appear to agree that while many jobs won't be impacted, certain jobs might be lost as artificial intelligence develops and gets smarter. According to Erickson, the solution to the new circumstances is to create "a more AI-skilled workforce." 
• Finally, a major concern relates to deepfakes defined as 'digital media, video, audio and images, edited and manipulated, using Artificial Intelligence (AI).'

Need for AI Strategy in Commercial Businesses

Firstly, astute or mobile corporate executives such as Shailendra Singh, managing director of Peak XV Partners, feel that all organisations must now have 'an AI strategy'.

Second, it is now impossible to isolate the influence of digital technology and artificial intelligence from the study of international relations (IR), foreign policy, and diplomacy. Academics have been contemplating and penning works of "the geopolitics of AI."

Combat Strategies

"We will talk about how to combine OECD capabilities to maximize our capacity to develop the finest approaches to the application and management of AI for the benefit of our people. The French Minister of Digital Transition and Telecommunications", Jean-Noël Barrot, informed reporters. 

Vice-Minister of International Affairs for Japan's Ministry of Internal Affairs and Communications Hiroshi Yoshida stated, "We particularly think GPAI should be more inclusive so that we encourage more developing countries to join." Mr Chandrasekhar stated, "Inclusion of lower and middle-income countries is absolutely core to the GPAI mission," and added that Senegal has become a member of the steering group.

India's role in integrating agribusiness into the AI agenda was covered in a paragraph. The proclamation states, "We embrace the use of AI innovation in supporting sustainable agriculture as a new thematic priority for GPAI."

Conclusion

The New Delhi Declaration, which was adopted at the GPAI Summit, highlights the cooperative determination of 29 member nations to use AI for the benefit of all people. GPAI, which will be led by India in 2024, intends to influence AI research with an emphasis on healthcare, agriculture, and resolving ethical issues. Prime Minister Narendra Modi stressed the need to use AI responsibly and build clarity and confidence. Legislative concerns, India's potential for leadership, employment effects, and the difficulty of deepfakes were noted. The conference emphasized the importance of having an AI strategy in enterprises and covered battle tactics, with a focus on GPAI's objective, which includes tolerance for developing nations. Taken as a whole, the summit presents GPAI as an essential tool for navigating the rapidly changing AI field.

References

• https://www.thehindu.com/news/national/ai-summit-adopts-new-delhi-declaration-on-inclusiveness-collaboration/article67635398.ece
• https://www.livemint.com/news/india/gpai-meet-adopts-new-delhi-ai-declaration-11702487342900.html
• https://startup.outlookindia.com/sector/policy/global-partnership-on-ai-member-nations-unanimously-adopt-new-delhi-declaration-news-10065
• https://gpai.ai/

Introduction

The digital expanse of the metaverse has recently come under scrutiny following a gruesome incident. In a digital realm crafted for connection and exploration, a 16-year-old girl’s avatar falls victim to an agonising assault that kindled the fire of ethno-legal and societal discourse. The incident is a stark reminder that the cyberverse, offering endless possibilities and experiences, also has glaring challenges that require serious consideration. The incident involves a sixteen-year-old teen girl being raped through her digital avatar by a few members of Metaverse. 

This incident has sparked a critical question of genuine psychological trauma inflicted by virtual experiences. The incident with a 16-year-old girl highlights the strong emotional repercussions caused by illicit virtual actions. While the physical realm remains unharmed, the digital assault can leave permanent scars on the psyche of the girl. This issue raises a critical question about the ethical implications of virtual interactions and the responsibilities of service providers to protect users' well-being on their platforms. 

The Judicial Quagmire 

The digital nature of these assaults gives impetus to complex jurisdictions which are profound in cyber offences. We are still novices in navigating the digital labyrinth where avatars have the ability to transcend borders with just a click of a mouse. The current legal structure is not equipped to tackle virtual crimes, calling for urgent reforms in critical legal structure. The Policymakers and legal Professionals must define virtual offenses first with clear and defined jurisdictional boundaries ensuring justice isn’t hampered due to geographical restrictions. 

Meta’s Accountability 

Meta, a platform where this gruesome incident occurred, finds itself at the crossroads of ethical dilemma. The company implemented plenty of safeguards that proved futile in preventing such harrowing acts. The incident has raised several questions about the broader role and responsibilities of tech juggernauts. Some of the questions demanding immediate answers as how a company can strike a balance between innovation and the protection of its users.  

The Tightrope of Ethics 

Metaverse is the epitome of innovation, yet this harrowing incident highlights a fundamental ethical contention. The real challenge is to harness the power of virtual reality while addressing the risks of digital hostilities. Society is still facing this conundrum, stakeholders must work in tandem to formulate robust and effective legal structures to protect the rights and well-being of users. This also includes balancing technological development and ethical challenges which require collective effort.  

Reflections of Society 

Beyond legal and ethical considerations, this act calls for wider societal reflections. It emphasises the pressing need for a cultural shift fostering empathy, digital civility and respect. As we tread deeper into the virtual realm, we must strive to cultivate ethos upholding dignity in both the digital and real world. This shift is only possible through awareness campaigns, educational initiatives and strong community engagement to foster a culture of respect and responsibility. 

Safer and Ethical Way Forward

A multidimensional approach is essential to address the complicated challenges cyber violence poses. Several measures can pave the way for safer cyberspace for netizens. 

• Legislative Reforms - There’s an urgent need to revamp legislative frameworks to mitigate and effectively address the complexities of these new and emerging virtual offences. The tech companies must collaborate with the government on formulating best practices and help develop standard security measures prioritising user protection.

• Public Awareness and Engagement - Initiating public awareness campaigns to educate users on crucial issues such as cyber resilience, ethics, digital detox and responsible online behaviour play a critical role in making netizens vigilant to avoid cyber hostilities and help fellow netizens in distress. Civil society organisations and think tanks such as CyberPeace Foundation are the pioneers of cyber safety campaigns in the country, working in tandem with governments across the globe to curb the evil of cyber hostilities. 
• Interdisciplinary Research: The policymakers should delve deeper into the ethical, psychological and societal ramifications of digital interactions. The multidisciplinary approach in research is crucial for formulating policy based on evidence. 

Conclusion 

The digital Gang Rape is a wake-up call, demanding the bold measure to confront the intricate legal, societal and ethical pitfalls of the metaverse. As we navigate digital labyrinth, our collective decisions will help shape the metaverse's future. By nurturing the culture of empathy, responsibility and innovation, we can forge a path honouring the dignity of netizens, upholding ethical principles and fostering a vibrant and safe cyberverse. In this significant movement, ethical vigilance, diligence and active collaboration are indispensable.

References:

• https://www.thehindu.com/sci-tech/technology/virtual-gang-rape-reported-in-the-metaverse-probe-underway/article67705164.ece
• https://thesouthfirst.com/news/teen-uk-girl-virtually-gang-raped-in-metaverse-are-indian-laws-equipped-to-handle-similar-cases/