AI Revolution

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

‍Human Trafficking has been a significant concern and threat to society for a very long time. The aspects of our physical safety also have been influenced by human traffickers and the modus operandi they have adopted and deployed over the years. We are always cautious of younger children in regard to trafficking whenever we go out to crowded or unknown places. This concern and threat have also migrated to cyberspace and now pose new and different tangents of threats. These crimes are committed using technology and are further substantiated by different cybercrimes.

‍What is Cyber-Enabled Human Trafficking?

‍Cyber-enabled human trafficking is the new evolution of human trafficking in the digital age. Bad actors lure the victims via the internet and use social engineering to exploit their vulnerabilities to get them into their traps. In today's time, crime is often substantiated in lieu of fake job offers and a better lifestyle in new and major metropolitan cities. Now this crime has gone beyond the geographical boundaries of our nation, and often the victims end up in remote locations in the Middle East or South East Asia.

‍Cybercrime Hubs in Myanmar

‍The reports have indicated that a lot of trafficked victims are taken down to various cybercrime hubs in Myanmar. The victims are often lured on the pretext of job offers overseas, which pay handsomely. The victims make their way into the foreign nation but are then cornered by the bad actors and are segregated and taken into different hubs. The victims are often school graduates and seek basic jobs for their earnings. The victims are taken into Cybercrime hubs which Chinese syndicate criminals allegedly run.The victims are kept in tough conditions, beaten up, and held captive in remote jungles. Once the victim has lost hope, the criminals train them to commit cyber frauds like phishing. The victims are given scripts and mobile numbers to commit cybercrimes. The victims are given targets to ensure their survival, and due to the dark and threatening conditions, the victims just give up on the demands just to remain alive. Some of the victims make their way back home as well, but that is after 6-7 years of such constant torture and abuse to commit cybercrimes. The majority of such survivors face trouble seeking legal assistance as the criminals are almost impossible to track, thus making redressal for crimes and rehabilitation for survivors tough.

‍How to stay safe?

‍The criminals in such acts often target the vulnerable sector of the population, these people generally hail from tier 3 towns and rural areas. These victims aspire for a better life and earning opportunities, and due to less education and minimal awareness, they fail to see the traps set by the victims. The population at large can deploy the following measures and safe practices to avoid such horrific threats-

• Avoid Stranger interaction: Avoid interacting with strangers on any online platform or portal. Social media sites are the most used platforms by bad actors to make contact with potential victims.
• Do not Share: Avoid sharing any personal information with anyone online, and avoid filling out third-party surveys/forms seeking personal information.
• Check, Check and Recheck: Always be on alert for threats and always check and cross-check any link or platform you use or access.
• Too good to be true: If something feels like Too good to be true, it probably is and hence avoid falling for attractive job offers and work-from-home opportunities on social media platforms.
• Know your helplines: One should know the helpline numbers to make sure to exercise the reporting duty and also encourage your family members to report in case of any threat or issue.
• Raise Awareness: It is the duty of all netizens to raise awareness in society to arm more people against cybercrimes and fraud.

Conclusion

‍The name of cybercriminals is spreading all across the ecosystems, and now the technology is being deployed by such bad actors to even substantiate physical crimes. We need to be on alert and remain aware of such crimes and the modus Operandi of cyber criminals. Awareness and education are our best weapons to combat the threats and issues of cyber-enabled human trafficking, as the criminals feed on our vulnerabilities, lets eradicate them for once and for all and work towards creating a wholesome safe cyber ecosystem for all.https://www.scmp.com/week-asia/politics/article/3228543/inside-chinese-run-crime-hubs-myanmar-are-conning-world-we-can-kill-you-here

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Introduction 

The world has been witnessing various advancements in cyberspace, and one of the major changes is the speed with which we gain and share information. Cyberspace has been declared as the fifth dimension of warfare, and hence, the influence of technology will go a long way in safeguarding ourselves and our nation. Information plays a vital role in this scenario, and due to the easy access to information, the instances of misinformation and disinformation have been rampant across the globe. In the recent Russia-Ukraine crisis, it was clearly seen how instances of misinformation can lead to major loss and harm to a nation and its subjects. All nations and global leaders are deliberating upon this aspect and efficient sharing of information among friendly nations and inter-government organisations. 

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What is IW? 

IW, also known as Information warfare, is a critical aspect of defending our cyberspace. Information Warfare, in its broadest sense, is a struggle over the information and communications process, a struggle that began with the advent of human communication and conflict. Over the past few decades, the rapid rise in information and communication technologies and their increasing prevalence in our society has revolutionised the communications process and, with it, the significance and implications of information warfare. Information warfare is the application of destructive force on a large scale against information assets and systems, against the computers and networks that support the four critical infrastructures (the power grid, communications, financial, and transportation). However, protecting against computer intrusion, even on a smaller scale, is in the national security interests of the country and is important in the current discussion about information warfare.

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IW in India 

The aspects of misinformation have been recently seen in India in the form of the violence in Manipur and Nuh, which resulted in a massive loss of property and even human lives. A lot of miscreants or anti-national elements often seed misinformation in our daily news feed, and this is often magnified by social media platforms such as Instagram or X (formerly known as Twitter) and OTT-based messaging applications like WhatsApp or Telegram during the pandemic. It was seen nearly every week that some or the other new ways to treat COVID-19 were shared on Social media, which were false and inaccurate, especially in regard to the vaccination drive. A lot of posts and messages highlighted that the Vaccine is not safe, but a lot of this was a part of misinformation propaganda. Most of the time, the speed of spread of such episodes of misinformation is rapid and is often spread by the use of social media platforms and OTT messaging applications. 

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IW and Indian Army

Former Meta employees have recently come up with allegations that the Chinar Corp of the Indian Army had approached the social media giant to suppress some pages and channels which propagated content that may be objectionable. It is alleged that the formation made such a request to propagate its counterintelligence operations against Pakistan. The Chinar Corps is one of the most prestigious formations of the Indian Army and has the operational area of Kashmir Valley. The instances of online grooming and brainwashing have been common from the anti-national elements of Pakistan, as a faction of youth has been engaged in terrorist activities directly or indirectly. Various messaging and social media apps are used by the bad actors to lure in innocent youth on the fake and fabricated pretext of religion or any other social issue. The Indian Army had launched an anti-misinformation campaign in Kashmir, which aimed to protect Kashmiris from the propaganda of fake news and misinformation, which often led to radicalisation or even riots or attacks on defence forces. The aspect of net neutrality is often misused by bad actors in areas which are sociological, critical or unstable. The Indian Army has created special offices focusing on IW at all levels of formations, and the same is also used to eradicate all or any fake news or fake propaganda against the Indian Army. 

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Conclusion

Information has always been a source of power since the days of the Roman Empire. Control, dissemination, moderation and mode of sharing of information plays a vital role for any nation both in term of safety from external threats and to maintain National Security. Information Warfare is part of the 5th dimension of warfare, i.e., Cyberwar and is a growing concern for developed as well as developing nations. Information warfare is a critical aspect which needs to be incorporated in terms of basic training for defence personnel and law enforcement agencies. The anti-misinformation operation in Kashmir was primarily focused towards eradicating the bad elements after repealing Article 377,  from cyberspace and ensuring harmony, peace, stability and prosperity in the state.    

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References 

• https://irp.fas.org/eprint/snyder/infowarfare.htm
• https://www.thehindu.com/news/national/metas-india-team-delayed-action-against-army-led-misinfo-op-in-kashmir-us-news-report/article67352470.ece
• https://www.indiatoday.in/india/story/facebook-instagram-block-handles-of-chinar-corps-no-response-from-company-over-a-week-says-officials-1910445-2022-02-08

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