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                <text>Artificial Intelligence has a high potential to solve many real-world problems. In the recent years researchers are dealing with one of the biggest complications in biology, which is protein folding. With the assistance of technology, we can foresee how proteins fold from a chain of amino acids into 3D shapes that do life's errands. There are mainly three big problems associatedwith folding of proteins. The first problem is there any particular folding code. The second one there is a folding system. Then the final problem is we able to determine the 3D structure of proteins. Proteins are the microscopic machines and structural building blocks of our cells. They carry out important functions like breaking down foods, storing oxygen and forming scaffolds to help cells keep their shape. Each one is built up of one amino acid chain that folds in on itself into a mostly defined structure. Each part of our body and in any other organism is made either from or by proteins and this is true for every living creature, even for viruses. The structure of very small proteins can be foreseen using the computer method. This article is all about the protein folding problem with more spotlights on the role of AI-based systems in protein structure forecasts. The motivation behind this article is to convey an overall understanding of AI-based answers for protein folding problems.  2022 IEEE</text>
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                <text>Chandar S, Kumar</text>
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                <text>Artificial Intelligence Driven Air Quality Prediction for Sustainable Goa</text>
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              <elementText elementTextId="272000">
                <text>Proceedings of 3rd International Conference on Augmented Intelligence and Sustainable Systems, ICAISS 2025;pp.1181-1192</text>
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                <text>&lt;a href="https://doi.org/10.1109/ICAISS61471.2025.11041723" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.1109/ICAISS61471.2025.11041723&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/pages/publications/105010755728?origin=resultslist" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/pages/publications/105010755728?origin=resultslist&lt;/a&gt;</text>
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                <text>Chandar S K., Christ University, School of Business and Management, India</text>
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                <text>Clean Air is essential for the health and survival of both humans and wildlife. Air pollution has been linked to various serious diseases, including cancer. Rapid industrial growth and increasing population have contributed to rising pollution from transportation, industries, and agriculture. As a result, air pollution has become a major issue, particularly in developing countries like India. To ensure good air quality, accurate and reliable monitoring and prediction are required. Machine Learning (ML) models have shown promise in predicting Air Quality Index (AQI) over traditional methods. This research aims to propose a AQI prediction model using Attention based Bi-directional Long Short-Term Memory (ABiLSTM) to predict AQI in various cities across Goa, India. Data processing methods are used to manage date before providing it into the ABiLSTM model. Daily AQI series from 2022 to 2024 for six cities in Goa- Panaji, Pond, Assanora, Codli, Tilamol, and Tuem are collected and utilized to verify the proposed model. Two models are tested, including BiLSTM and ABiLSTM. Experimental results showed that the ABiLSTM model outperformed BiLSTM model in all cities, reporting lower error values and higher R2 scores. A comprehensive analysis with a set of evaluation indices confirmed that the proposed ABiLSTM model effectively captures the characteristics of the original AQI series and achieves a higher accuracy in AQI prediction.  2025 IEEE.</text>
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              <elementText elementTextId="272004">
                <text>Air Quality Index Prediction; Attention Based bidirectional Short-Term Memory; Deep Learning; Machine Learning</text>
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              <elementText elementTextId="272005">
                <text>Institute of Electrical and Electronics Engineers Inc.</text>
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              <elementText elementTextId="272009">
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                <text>Sudha, Y.; Radhika, K.R.; Chethana, C.; Anoop, G.L.; Varma, Gadhiraju Tej; Bisalapur, Sahana</text>
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                <text>Artificial Intelligence Driven Drug Delivery Systems: Recent Advances and Emerging Trends</text>
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              <elementText elementTextId="223047">
                <text>International Journal of Drug Delivery Technology;Volume;16;Issue;9;pp.826-834</text>
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                <text>Sudha Y., Department of Computer Science and Business Systems, Nitte Meenakshi Institute of Technology (NMIT), Nitte(Deemed to be University), Bengaluru, India; Radhika K.R., Department of CSE, BMSIT&amp;amp;M, Karnataka, Bengaluru, India; Chethana C., Department of CSE, BMSIT&amp;amp;M, Karnataka, Bengaluru, India; Anoop G.L., Department of CSE, Christ University, Karnataka, Bengaluru, India; Varma G.T., Department of IT, SRKR Engineering College, Andhra Pradesh, Bhimavaram, India; Bisalapur S., Department of CSE, Department of Computer Science and Engineering, S. G. Balekundri Institute of Technology, Affiliated to VTU, Belagavi, India</text>
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                <text>Drug Delivery Systems (DDS) play a critical role in ensuring the therapeutic efficacy and safety of pharmaceutical agents. Conventional drug delivery approaches often suffer from limitations such as poor bioavailability, non-specific targeting, and systemic toxicity. Recent advancements in Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL) have revolutionized the design and optimization of drug delivery platforms. AI-driven methods enable predictive modeling, intelligent nanocarrier design, and personalized therapeutic strategies by analyzing large biomedical datasets. These technologies facilitate optimized drug formulation, controlled release mechanisms, and targeted delivery, thereby improving treatment outcomes. AI algorithms such as Support Vector Machines (SVM), random forests, Convolutional Neural Networks (CNN), and reinforcement learning are increasingly applied in nanoparticle design, pharmacokinetic modeling, and clinical decision support systems. Additionally, emerging concepts such as self-driving laboratories, autonomous drug delivery systems, and AI-guided nanomedicine are reshaping pharmaceutical research. This review provides a comprehensive analysis of recent advances in AI-driven drug delivery systems, covering computational techniques, nanocarrier optimization, clinical applications, and emerging research trends. Comparative analysis tables summarize key algorithms, delivery platforms, and research developments reported in the literature. Finally, major challenges including data quality, regulatory issues, and interpretability of AI models are discussed along with future directions for the integration of AI in precision medicine and smart therapeutics.  2026, Dr. Yashwant Research Labs Pvt. Ltd. All rights reserved.</text>
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                <text>Artificial Intelligence; Drug Delivery Systems; Machine Learning; Nanomedicine; Precision Medicine; Smart Therapeutics</text>
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            <name>Publisher</name>
            <description>An entity responsible for making the resource available</description>
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              <elementText elementTextId="223052">
                <text>Dr. Yashwant Research Labs Pvt. Ltd.</text>
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                <text>ISSN: 9754415;</text>
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            <description>A language of the resource</description>
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            <elementTextContainer>
              <elementText elementTextId="223056">
                <text>All Open Access; Bronze Open Access</text>
              </elementText>
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              <elementText elementTextId="223575">
                <text>Randhawa, Princy; Adusumilli, Sri Bhargav Krishna; Poddutoori, Jaipal Reddy; Kapila, Dhiraj; Poddutu, Mahipal; Kumar, Satish; Bongale, Arun Kumar; Devesh, Sonal</text>
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          <element elementId="50">
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              <elementText elementTextId="223576">
                <text>Artificial Intelligence Driven Integrated Hydraulic and Pneumatic Pressure Control Systems for Advanced Regulation of Shut-off Valves</text>
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            <description>A related resource from which the described resource is derived</description>
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              <elementText elementTextId="223578">
                <text>Engineered Science;Volume;35;Issue;;Article No.;1427;</text>
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              <elementText elementTextId="223579">
                <text>&lt;a href="https://doi.org/10.30919/es1427" target="_blank" rel="noreferrer noopener"&gt;https://doi.org/10.30919/es1427&lt;/a&gt; &lt;br /&gt;&lt;br /&gt;&lt;a href="https://www.scopus.com/pages/publications/105010145832?origin=resultslist" target="_blank" rel="noreferrer noopener"&gt;https://www.scopus.com/pages/publications/105010145832?origin=resultslist&lt;/a&gt;</text>
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              <elementText elementTextId="223580">
                <text>Randhawa P., Department of Mechatronics Engineering, Manipal University Jaipur, Rajasthan, Jaipur, 303007, India; Adusumilli S.B.K., Mind Quest Technology Solutions LLC, Phoenix, 85027, AZ, United States; Poddutoori J.R., BBU, 162 Bowery Lane, Downingtown, 19335, PA, United States; Kapila D., Department of Computer Science &amp;amp; Engineering, Lovely Professional University, Punjab, Phagwara, 144411, India; Poddutu M., Penske Corporation, 727 Houston St., Downingtown, 19335, PA, United States; Kumar S., Symbiosis Institute of Technology, Symbiosis International Deemed University, Maharashtra, Pune, 412115, India; Bongale A.K., Symbiosis Institute of Technology, Symbiosis International Deemed University, Maharashtra, Pune, 412115, India; Devesh S., School of Management, Christ University, Karnataka, Bengaluru, 560029, India</text>
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                <text>This study presents the design and implementation of an Integrated Hydraulic and Pneumatic Pressure Control System (IHPPCS), emphasizing the development of advanced regulating and shut-off valves (ARASVs) to improve precision, responsiveness, and operational safety across diverse industrial processes. By synergistically combining the strengths of hydraulic and pneumatic technologies, the proposed system addresses critical limitations of conventional fluid control methods, offering enhanced adaptability under dynamic load conditions. The Advanced Regulating and Shut-Off Valve (ARASV) serves as the system's core component, incorporating precision-engineered mechanismssuch as spring-loaded diaphragms and pistonsto regulate fluid pressure with high accuracy. Regulating valves ensure consistent pressure levels, while shutoff valves function as critical safety devices, instantly isolating flow during overpressure events. This dual-function architecture enhances both performance stability and system protection. Technical analysis of the ARASV design reveals significant advantages, including minimal response time lag, reduced hysteresis, and high repeatability under cyclic operation. The integrated approach enables real-time pressure modulation, improving energy efficiency and reducing mechanical wear. Practical evaluations conducted in simulated industrial environments confirm the superior control, fidelity and reliability of the IHPPCS. The findings underscore the transformative potential of hybrid fluid power systems in next-generation industrial automation. By merging the force density of hydraulic systems with the speed and flexibility of pneumatics, the IHPPCS represents a scalable, intelligent solution for complex pressure control requirements. This research contributes to the advancement of sustainable and intelligent control systems, paving the way for more efficient, safe, and adaptive industrial operations. The Author(s) 2025.</text>
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                <text>Hydraulic systems; Industrial applications; Integrated control; Pneumatic systems; Pressure regulating valves; Shut-off valves</text>
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                <text>ISSN: 2576988X;</text>
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          <element elementId="50">
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              <elementText elementTextId="141810">
                <text>Artificial Intelligence Empowered Smart Manufacturing for Modern Society: A Review</text>
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            <description>The topic of the resource</description>
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              <elementText elementTextId="141811">
                <text>Artificial intelligence; Smart era; Smart manufacturing; Society 5.0</text>
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                <text>Artificial Intelligence (AI) has emerged as a transformative force in the realm of smart manufacturing, shaping the landscape of modern society. This paper delves into the application of AI in smart manufacturing and its profound impact on various aspects of society, from industrial processes to daily life. We discuss how AI-driven technologies optimize efficiency, sustainability, and quality in manufacturing, enabling Society 5.0s vision of a harmonious convergence between technology and humanity. From intelligent automation to predictive analytics and personalized experiences, we uncover the multifaceted role of AI in shaping the future of smart manufacturing and its broader implications for a modern, interconnected society.  2024 Scrivener Publishing LLC.</text>
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            <elementTextContainer>
              <elementText elementTextId="141813">
                <text>Tyagi A.K.; Bhatt P.; Chidambaram N.; Kumari S.</text>
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            <elementTextContainer>
              <elementText elementTextId="141814">
                <text>Artificial Intelligence-Enabled Digital Twin for Smart Manufacturing, pp. 55-83.</text>
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              <elementText elementTextId="141815">
                <text>wiley</text>
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                <text>Vijayalakshmi S., Data Science Department in Christ (Deemed to be University), Lavasa Campus, Pune, India; Durgadevi P., Department of Computer Science and Engineering, GITAM University (Deemed to be University), Bengaluru, India; Jacob L., Department of Data Science, Christ (Deemed to be University), Lavasa, Pune, India; Balusamy B., School of Computing Sciences and Engineering, Galgotias University, Greater Noida, India; Nand P.</text>
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                <text>The incidence of diabetic retinopathy (DR) has increased at a rapid pace in recent years all over the world. Diabetic eye illness is identified as one of the most common reasons for vision loss among people. To properly manage DR, there has been immense research and exploration of state-of-the-art methods using artificial intelligence (AI) enabled models. Specifically, AI-empowered models combine multiple machine learning (ML) and deep learning (DL) based algorithms to improve the performance of the developed system architectures that are commercially utilized for the detection of DR disease. However, these models still exhibit several limitations, such as computational complexity, low accuracy in DR stage detection due to class imbalance, more time consumption, and high maintenance cost. To overcome these limits, a more advanced model is required to accurately predict the DR stage in the initial stages. For example, the identification of DR disease in the initial stage helps the ophthalmologist to make an accurate and safe diagnosis, and thereby, eyesight-related issues may be treated more effectively. This study conducted a systematic literature review (SLR) to provide a detailed discussion of the background of diabetic retinopathy, its major causes, challenges faced by ophthalmologists in DR detection, and possible solutions for identifying DR in the initial stage. Also, the SLR provides an in-depth analysis of the existing state-of-the-art techniques and system models used in DR diagnosis based on AI, ML, and recently developed DL-based approaches. Furthermore, this present survey would be helpful for the research community to receive information on the recent approaches used for DR identification along with their significant challenges and limitations.  2024 The Authors</text>
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                <text>Senapati A., School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, 751024, India; Tripathy H.K., School of Computer Engineering, KIIT Deemed to be University, Bhubaneswar, 751024, India; Sharma V., Department of Computational Sciences, CHRIST(Deemed to be University), Delhi-NCR Campus, India; Gandomi A.H., Faculty of Engineering and IT, University of Technology Sydney, Ultimo, 2007, NSW, Australia, University Research and Innovation Center (EKIK), uda University, Budapest, 1034, Hungary</text>
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                <text>Velchamy I., CMR Institute of Technology, India; Fukey L.N., Christ University, India; Uma V.R., Christ University, India; Srinivasan K., University of Technology and Applied Science, Oman</text>
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                <text>In an era of rapid technological innovation and digital transformation, artificial intelligence (AI) is reshaping the way organizsations approach talent acquisition and management. Artificial Intelligence for Digital Talent Acquisition and Management: Analytical Approaches, Practices, Models for Digitalization analyses the intersection of AI and workforce strategies, offering readers a thorough exploration of analytical approaches, cutting-edge practices, and innovative models. Bridging the gap between AI theory and practical application, the authors provide actionable frameworks and strategies for leveraging AI in workforce management. From streamlining talent acquisition to enhancing management practices, the authors present a comprehensive roadmap for navigating the transformative impact of AI on digital talent strategies. Whether you're a business leader, HR professional, or academic, this book equips you with the tools and knowledge to thrive in the ever-evolving landscape of digitalization.  Editorial matter and selection  2026 Ilango Velchamy, Leena N. Fukey, V. R. Uma, and Kaliyaperumal Srinivasan.</text>
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                <text>The incorporation of artificial intelligence (AI) into asset recovery and anti-money laundering (AML) procedures signifies a revolutionary change in the handling of financial crime. This article investigates the use of AI techniques to improve AML compliance, detect suspicious activity, and improve transaction monitoring. Financial institutions can now analyze massive volumes of transaction data in real-time, find anomalies, and lower false positives thanks to AI-based solutions, which include machine learning algorithms and predictive modeling. The research also outlines the difficulties and advantages of implementing AI, such as enhancing the effectiveness and caliber of suspicious activity reports (SARs) while resolving security and privacy issues with data. The study makes the case that AI's capacity to offer collaborative analytics and dynamic risk assessments is essential for the development of AML frameworks and the overall effectiveness of financial crime prevention.  2024 IEEE.</text>
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                <text>Syed W.K., University of the Cumberlands, Dept. of Information Technology, Somerville, NJ, United States; Mohammed A., University of the Cumberlands, Dept. of Information Technology, Houston, TX, United States; Reddy J.K., University of the Cumberlands - IT, Hillsborough, NJ, United States; Gupta K., University of the Cumberlands, Dept. of Information Technology, Williamsburg, KY, United States; Logeshwaran J., Christ University, Department of Computer Science, Karnataka, Bangluru, 560029, India</text>
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                <text>The accelerating adoption of artificial intelligence (AI) technologies in the banking sector has introduced transformative possibilities for enhancing security frameworks against increasingly sophisticated cyber threats. This research investigates the technical innovations driven by AI, such as machine learning algorithms, biometric authentication systems, and natural language processing, and their impact on improving fraud detection, cybersecurity monitoring, and compliance automation. The paper identifies how AI systems, through real-time analysis of large-scale transaction data, can locate abnormal behavioral patterns and respond proactively to potential threats, significantly reducing human error and response time. A detailed analysis of the current literature reveals a significant research gap in integrating explainable AI, secure data governance frameworks, and scalable models suited for diverse banking environments. The outcome of this research highlights the need for a balanced approach that fosters technological innovation while addressing regulatory compliance, ethical concerns, and operational constraints, paving the way for a secure and intelligent banking infrastructure.  2025 IEEE.</text>
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                <text>Among the various developments in progress over the last decade, we have seen the generous growth of information investigation to take care of, plan, and use a lot of information beneficially. Be that as it may, because the analysis of evidence will only operate for authentic information and have findings as predefined by individuals, explicit principle-based calculations have been developed to broaden the investigation of information, 'Which is usually referred to as 'AI'. AI didn't expect PCs to be personalized unambiguously, which is a definite bit of leeway. In order to break down information and construct complicated equations to foresee models, which was called prescient analysis, AI was then joined with information inquiry. A set of laws characterized by persons, known as prescient equations, drive the prescient inquiry, and are used to break down genuine knowledge in order to predict potential outcomes.   2021 IEEE.</text>
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                <text>Sivabalaselvamani D., Kongu Engineering College Perundurai, Department of Computer Applications, Erode, Tamilnadu, 638060, India; Selvakarthi D., Kongu Engineering College Perundurai, Department of Electronics and Instrumentation Engineering, Erode, Tamilnadu, 638060, India; Yogapriya J., Kongunadu College of Engineering and Technology, Department of Computer Science and Engineering, Trichy, Tamilnadu, India; Thiruvenkatasuresh M.P., Erode Sengunthar Engineering College, Department of Computer Science and Engineering, Erode, Tamilnadu, India; Maruthappa M., School of Engineering and Technology, Sunway University, Malaysia; Chandra A.S., Institute of Management, Christ University (Deemed to Be University), Bengaluru, Karnataka, India</text>
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                <text>Ali, Khan Afrin Riyasat; Somu, C.S.</text>
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                <text>Proceedings - 2025 2nd International Conference on Intelligent Computing and Robotics, ICICR 2025;pp.464-471</text>
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                <text>Ali K.A.R., Christ University, Bengaluru, India; Somu C.S., Christ University, Bengaluru, India</text>
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                <text>Previous research papers have discussed whether Artificial Intelligence (AI) -based tools like Chat Bots, Law-U Model, and Sweetie. 20 have the potential to mitigate online child sexual abuse. The literature review indicates that AI tools promise good intervention and prevention strategies for several tech-based companies like Google and Microsoft. However, there is a lack of systematic study on AI tools' potential uses, limitations, and legal risks. This paper conducts a systematic literature review to explore the uses and limitations of AI-based interventions in combating online child sexual abuse. It explores the legal and ethical risks of deploying such technological innovations from the viewpoint of data protection, privacy, and security. The authors use the PRISMA technique and thematically answer the research questions. Data are collected from reliable sources such as Statista and the World Health Organisation. The findings of this paper highlight the potential uses of AI for law agencies, forensic experts, victims, and technology companies. The research reports the absence of a sufficient legal framework for the governance and accountability of AI tools. The findings further indicate the need for clarification in the law regarding the legal status of AI tools like Sweetie 2.0. Lastly, this paper offers a framework for harmonizing AI usage with human rights standards.  2025 IEEE.</text>
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                <text>Artificial intelligence in developing countries: The impact of generative artificial intelligence (AI) technologies for development</text>
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              <elementText elementTextId="100723">
                <text>artificial intelligence; developing countries; fourth industrial revolution; generative AI; technological change</text>
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                <text>This paper explores the potential impact of Generative Artificial Intelligence (Generative AI) on developing countries, considering both positive and negative effects across various domains of information, culture, and industry. Generative Artificial Intelligence refers to artificial intelligence (AI) systems that generate content, such as text, audio, or video, aiming to produce novel and creative outputs based on training data. Compared to conversational artificial intelligence, generative artificial intelligence systems have the unique capability of not only providing replies but also generating the content of those responses. Recent advancements in Artificial Intelligence during the Fourth Industrial Revolution, exemplified by tools like ChatGPT, have gained popularity and reshaped content production and creation. However, the benefits of generative artificial intelligence are not equally accessible to all, especially in developing countries, where limited access to cutting-edge technologies and inadequate infrastructure pose challenges. This paper seeks to understand the potential impact of generative AI technologies on developing countries, considering economic growth, access to technology, and the potential paradigm shift in education, healthcare, and the environment. The findings emphasize the importance of providing the necessary support and infrastructure to ensure that generative AI contributes to inclusive development rather than deepening existing inequalities. The study highlights the significance of integrating Generative AI into the context of the Fourth Industrial Revolution in developing countries, where technological change is a crucial determinant of progress and equitable growth.  The Author(s) 2023.</text>
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                <text>Mannuru N.R.; Shahriar S.; Teel Z.A.; Wang T.; Lund B.D.; Tijani S.; Pohboon C.O.; Agbaji D.; Alhassan J.; Galley J.; Kousari R.; Ogbadu-Oladapo L.; Saurav S.K.; Srivastava A.; Tummuru S.P.; Uppala S.; Vaidya P.</text>
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                <text>Mannuru, Nishith Reddy; Shahriar, Sakib; Teel, ZoA; Wang, Ting; Lund, Brady D; Tijani, Solomon; Pohboon, Chalermchai Oak; Agbaji, Daniel; Alhassan, Joy; Galley, JaKLyn; Kousari, Raana; Ogbadu-Oladapo, Lydia; Saurav, Shubham Kumar; Srivastava, Aishwarya; Tummuru, Sai Priya; Uppala, Sravya; Vaidya, Praveenkumar</text>
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                <text>Information Development;Volume;41;Issue;3 Special Issue: Artificial Intelligence initiatives;pp.1036-1054</text>
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                <text>This paper explores the potential impact of Generative Artificial Intelligence (Generative AI) on developing countries, considering both positive and negative effects across various domains of information, culture, and industry. Generative Artificial Intelligence refers to artificial intelligence (AI) systems that generate content, such as text, audio, or video, aiming to produce novel and creative outputs based on training data. Compared to conversational artificial intelligence, generative artificial intelligence systems have the unique capability of not only providing replies but also generating the content of those responses. Recent advancements in Artificial Intelligence during the Fourth Industrial Revolution, exemplified by tools like ChatGPT, have gained popularity and reshaped content production and creation. However, the benefits of generative artificial intelligence are not equally accessible to all, especially in developing countries, where limited access to cutting-edge technologies and inadequate infrastructure pose challenges. This paper seeks to understand the potential impact of generative AI technologies on developing countries, considering economic growth, access to technology, and the potential paradigm shift in education, healthcare, and the environment. The findings emphasize the importance of providing the necessary support and infrastructure to ensure that generative AI contributes to inclusive development rather than deepening existing inequalities. The study highlights the significance of integrating Generative AI into the context of the Fourth Industrial Revolution in developing countries, where technological change is a crucial determinant of progress and equitable growth.  The Author(s) 2023</text>
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