Page 493 - Kaleidoscope Academic Conference Proceedings 2024
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Innovation and Digital Transformation for a Sustainable World




           where its consequences are profoundly impactful. AI and  to enhance the accessibility and quality of educational
           blockchain technologies offer promising avenues to address  resources, especially in under-resourced areas. This approach
           and mitigate these issues by facilitating access to open-source  contributes to promoting educational equity and achieving
           resources, thereby enriching education and scientific research  the United Nations Sustainable Development Goals’ quality
           resources and making them more accessible. Google’s AI  education targets.
           educational tool, "TensorFlow", an open-source machine
           learning library, equips researchers and developers worldwide  5.3  Emerging technologies enhance health and
           with potent tools, regardless of whether they are from  well−being
           developed or developing countries. Such open-source tools
           render technology and knowledge dissemination boundless,  The integration of AI technology in the medical and
           aiding in narrowing the digital divide across different regions  healthcare sectors, such as improving the accuracy of disease
           and social strata.                                 diagnosis through deep learning and developing personalized
                                                              treatment plans, is helping people in underdeveloped regions
           Blockchain technology, with its decentralized and secure
                                                              to treat diseases.  A notable instance is the Peek Vision
           framework, promotes knowledge sharing, collaborative
                                                              project[21], which exemplifies the use of AI in healthcare.
           research and development, and the rapid application
                                                              This initiative leverages smartphones and AI technology to
           of new discoveries.  Gitcoin[18], a blockchain-based
                                                              enhance eye care services in underserved regions.  Peek
           open-source platform, connects developers, designers, and
                                                              Acuity, an application developed by the project, enables
           creators to enhance openness and collaboration in software
                                                              non-specialist individuals to conduct vision screenings and
           projects.  It employs smart contracts to manage task
                                                              preliminary diagnoses using smartphones.  By analyzing
           bounties, fundraising, and rewards, thereby encouraging
                                                              users’ vision test results with AI algorithms, it suggests
           community engagement in open-source projects.  By
                                                              further treatment options or professional eye examinations.
           offering a transparent and reliable platform, Gitcoin reduces
                                                              The project significantly enhances access to eye care for
           collaboration hurdles, enabling developers to work together
                                                              people in disadvantaged areas by offering a portable,
           beyond geographical limits and fostering open innovation.
                                                              affordable, and user-friendly vision screening tool, thus
           Ocean Protocol[19], a blockchain initiative designed to
                                                              enabling early detection and treatment of eye diseases and
           unleash the value of data and facilitate data sharing and reuse,
                                                              preventing numerous cases of avoidable blindness.
           provides a secure and transparent platform for data providers
                                                              Furthermore, Peek Vision aids local health authorities and
           and consumers. Utilizing blockchain technology to secure
                                                              organizations in more efficiently allocating eye care resources
           data usage rights and transaction records, Ocean Protocol
                                                              and improving service delivery through data collection and
           reassures data owners about the safe sharing of their datasets,
                                                              analysis. Beyond directly enhancing the health of residents
           promoting cross-industry data collaboration and propelling
                                                              in impoverished regions, the Peek Vision project serves as
           AI and other data-centric innovations.
                                                              a successful model for employing AI technology to address
                                                              global health challenges. It demonstrates how the application
           5.2  Emerging technologies promotes quality education  of AI in IPR can enhance access to medical services,
                                                              reduce costs, and facilitate the efficient allocation of medical
           While the digital era has made knowledge more accessible,  resources, contributing to the achievement of the United
           reducing educational disparities to some extent, students’  Nations Sustainable Development Goals related to health and
           abilities and self-study capacities still vary significantly  well-being.
           across different regions.  AI technology introduces a
           new paradigm for the commercialization of knowledge.   6.  OUTLOOK AND RECOMMENDATIONS
           For instance, personalized learning platforms can tailor
           teaching content and methods to individual students’ learning  The development of AI and blockchain has presented new
           habits and progress.  A prime example is the Knewton  challenges and opportunities to IPR systems. To fully realize
           platform[20], which utilizes AI to analyze students’ learning  the value of these technologies, all parties need to collaborate
           behaviors and achievements, customizing teaching content  to improve the existing IPR management framework.
           and difficulty to match each student’s unique needs and  Those responsible for formulating policy must have a
           pace. The platform employs machine learning algorithms to  profound understanding of the characteristics of AI and
           process students’ interaction data, such as answer accuracy,  blockchain technologies and their impact on IPR. It is
           study time distribution, and question difficulty, pinpointing  imperative that they formulate guiding principles for the
           their strengths and weaknesses.  Utilizing this data, the  protection of IPR in the context of AI innovations. They must
           platform recommends the most appropriate learning materials  clarify the copyright ownership of AI-generated content and
           for students’ current skill levels and anticipates potential  provide guidance on patent applications for AI algorithms
           learning obstacles.  By offering each student a tailored  and machine learning models. Additionally, consideration
           learning journey, the Knewton platform not only pioneers  should be given to the protection of data rights. With regard
           a new economic model for the commercialization of IPR  to blockchain technology, it is essential to address potential
           but also significantly reduces the educational gap between  legal challenges, including the legal status and validity of
           students. By delivering personalized learning experiences  smart contracts, as well as the definition and protection of
           and optimizing educational resource distribution, we aim  new IPR, such as NFTs, created through blockchain. Given




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