Administrative Divisions Al-Mustaqbal Center for Artificial Intelligence Applications
Artificial Intelligence: Transforming the Present, Shaping the Future Artificial Intelligence (AI) is considered one of the most significant fields of technological advancement in the modern era, forming a foundational pillar for innovation and progress across various sectors. AI is based on the development of systems capable of simulating human mental abilities such as learning, prediction, decision-making, and problem-solving. The rapid and continuous developments in this field have turned theoretical concepts into tangible realities that directly impact our daily lives. AI applications have prominently emerged in the medical field through radiological image analysis and highly accurate disease diagnosis, contributing to reduced medical errors and improved early treatment outcomes. The economic and industrial sectors have also benefited from AI by employing smart algorithms to enhance production efficiency and reduce operational costs. In the services sector, AI has helped develop intelligent recommendation systems that enable companies to offer personalized services to customers and achieve higher satisfaction and engagement. Furthermore, AI has revolutionized the fields of communication and information technology. Machine learning algorithms and big data analytics provide vast opportunities for analyzing complex data and extracting valuable insights. These capabilities are crucial for supporting decision-making processes in both corporate and governmental institutions. However, alongside these remarkable advancements come a number of challenges that the international community must address with wisdom and responsibility. Chief among these challenges is the issue of privacy and personal data protection. AI algorithms require massive amounts of data for learning and improvement, raising growing concerns about the potential misuse of such data. AI also faces the challenge of bias and discrimination, as algorithms often rely on datasets that may reflect societal biases. This can lead to unfair or prejudiced decisions, particularly in areas like employment and financial lending. It is therefore essential to develop fair and transparent algorithms that minimize these biases and promote social justice. The impact of AI on the labor market cannot be ignored. Increased automation is expected to replace some traditional jobs, necessitating the implementation of training and qualification policies to prepare individuals for the new job market, which demands advanced skills in technology, programming, and intelligent systems management. In this context, education and training become vital elements for keeping pace with the rapid changes brought about by AI. As reliance on automation and smart technologies grows, educational curricula must be revised to include new topics focused on AI techniques and practical applications. This includes strengthening technical skills for students and employees alike, and offering continuous learning opportunities that help develop competencies and adaptability in the evolving job landscape. Investing in vocational training programs and hands-on workshops also empowers individuals to acquire advanced skills in data analysis, algorithm development, and understanding intelligent systems. These efforts will help bridge the current skills gap and open greater opportunities for achieving comprehensive and sustainable development that enhances global competitiveness. Moreover, international cooperation in the field of AI is essential, as this technology is no longer confined to a specific country or region. Maximizing the benefits of AI requires partnerships and coordination among nations to exchange expertise and develop global standards that govern its use. Such cooperation supports the creation of safe, human-centered intelligent systems, helps reduce technological disparities between countries, and addresses shared global challenges like environmental issues and public health. Despite these challenges, the opportunities offered by AI outweigh the risks. AI serves as a powerful tool to improve human life and ease daily tasks—whether through developing smart transportation systems, enhancing environmental performance, or providing innovative solutions to climate change. Conscious and well-considered use of this technology can serve as a key to building a better and more sustainable future. In conclusion, artificial intelligence is not merely a passing trend, but a comprehensive revolution reshaping the present and the future. The success of this revolution depends on our ability to harness it in service of humanity and well-being, within a framework of human values and ethical responsibility. AI opens broad horizons for a new world—one that balances innovation and accountability to ensure a prosperous and secure future for all. Al-Mustaqbal University – The No.1 Private University in Iraq
In recent years, Artificial Intelligence (AI) has emerged as one of the greatest technological innovations that has transformed everyday life. AI is defined as the ability of systems and software to simulate human intelligence, learn, and think independently. This technology has contributed to a significant shift across various sectors, starting from healthcare and smart industries, to e-commerce, and even in the fields of arts and culture. The practical applications of AI are vast and diverse. For instance, AI is used to develop accurate diagnostic systems in the medical field, to enhance operational efficiency through intelligent data analysis, and to create innovative solutions for environmental and economic challenges. AI has also become a vital component in assisting companies and institutions to make data-driven decisions, reduce waste, and achieve better sustainability. Despite all these advantages, AI is accompanied by a number of challenges and ethical issues. One of the most prominent challenges is privacy. AI technologies raise important questions about how personal data is used and stored securely. There are also concerns regarding bias in AI-generated decisions, which may lead to unfair treatment of certain groups if these systems are not carefully programmed. In the context of the job market, AI is expected to lead to fundamental transformations by automating routine tasks and redefining workforce skills. These changes could increase productivity on one hand, but on the other hand, they might reduce some traditional jobs, thus compelling societies to continuously adapt through the development of digital skills. In light of these challenges, the importance of collaboration between governments, academic institutions, and the private sector becomes evident, in order to establish legal and regulatory frameworks that ensure the safe and responsible use of AI. It is also essential to invest in education and continuous training to prepare individuals for the new digital future. Through the conscious use of AI, humanity can benefit from this revolutionary technology to enhance societal well-being and achieve sustainable development. Ultimately, AI remains a tool in human hands, requiring constant ethical vigilance and balanced thinking to maximize its benefits while considering the human and social dimensions. Al-Mustaqbal University is the top private university in Iraq.
Explainable Artificial Intelligence: Can Machines Justify Their Decisions? Prepared by: Programmer Sara Saadoun Abbas Al-Mustaqbal Center for Artificial Intelligence Applications – Al-Mustaqbal University Introduction Artificial Intelligence (AI) has triggered a significant transformation across various sectors, from healthcare to security, and from education to financial services. However, as the use of deep learning algorithms and complex models expands, a new problem has emerged: the opacity of AI decisions. End-users—and sometimes even developers—often do not understand how or why an AI system made a specific decision. This has led to the emergence of a crucial new field: Explainable Artificial Intelligence (XAI), which seeks to make machine behavior more transparent and understandable to humans. Definition of Explainable AI Explainable AI refers to a collection of methods and techniques designed to clarify how intelligent models reach their results or decisions, in a way that is comprehensible to humans. Explanation techniques may focus on the model as a whole (model-wide explanation) or on specific decisions (local explanation). This field is particularly vital in systems that deal with sensitive decisions such as: Disease diagnosis Loan approvals or rejections Criminal record assessments A lack of interpretability in these domains could lead to loss of trust or even legal accountability. Key Techniques in Explainable AI Some of the most commonly used tools and methods in this field include: LIME (Local Interpretable Model-agnostic Explanations): This technique approximates a complex model with a simpler, interpretable one around a specific prediction to provide localized explanation. SHAP (SHapley Additive exPlanations): Based on game theory, SHAP distributes the "importance" of each feature that contributed to the final decision of the model. Attention Visualization: Commonly used in neural networks, this approach highlights which parts of the input data the model focused on during decision-making. Ethical and Legal Challenges Explainable AI faces several ethical and legal challenges, including: Trade-off between interpretability and accuracy: Simpler models are often more interpretable but may lack the predictive power of complex models. Risk of manipulation: Explanations can be used deceptively to justify unfair or biased models. Privacy concerns: Some interpretability methods may unintentionally reveal sensitive data. These challenges are closely linked to sustainable development goals, particularly Goal 16 (Peace, Justice, and Strong Institutions), where explainable AI contributes to digital justice and transparency. Real-World Applications Many institutions have begun integrating XAI techniques into their systems, including: Using SHAP to validate recommendations in medical diagnostics. Applying LIME in financial institutions to justify credit decisions. Implementing interpretability tools in crime classification systems to avoid racial or social bias. Conclusion Explainable AI is no longer a luxury or theoretical concept—it has become a practical and ethical necessity. In the near future, it will not be acceptable to deploy AI systems that cannot be understood, especially in areas that affect human rights and lives. With ongoing research, we are approaching a future where intelligent systems not only make accurate decisions but also explain them, promoting trust, accountability, and human-machine collaboration. Al-Mustaqbal University – The Top Private University in Iraq
Dear Engineers, Esteemed Colleagues, Greetings and warm wishes to you all, On the occasion of Iraqi Engineer’s Day, I extend my heartfelt congratulations and deep appreciation to every engineer who has contributed to the journey of innovation, progress, and development in our beloved Iraq. Engineering has always been a cornerstone in the advancement of civilizations and a pillar of sustainable development. You, the engineers of Iraq, have proven yourselves to be capable, visionary, and a true reflection of the creative Iraqi mind that transforms challenges into opportunities. At Al-Mustaqbal University, we take great pride in the achievements of our engineering students, graduates, and faculty members, whose efforts continue to enrich our community and drive the nation's growth. On this special day, we renew our commitment to empowering Iraqi engineers and supporting their vital role in building the future of our country. Wishing you continued success, prosperity, and excellence. With my utmost respect and admiration, Prof. Dr. Hassan Shakir Majdi President of Al-Mustaqbal University Al-Mustaqbal University — the top private university in Iraq
The visit of Prof. Dr. Sherif Youssef Khater, President of Mansoura University – Egypt, to Iraq concluded with a series of high-level meetings at the Ministry of Higher Education and Scientific Research. The meetings were held under the patronage of H.E. Minister Dr. Naeem Al-Aboudi, who delegated Advisor Prof. Dr. Alaa Abdul Hassan to receive the guest. Prof. Dr. Hasan Shaker Majdi, President of Al-Mustaqbal University, accompanied his guest during the visit and participated in the discussions, which highlighted the outcomes of joint academic activities and the ongoing efforts to establish a comprehensive academic partnership between the two universities. The Egyptian delegation was received by several ministry leaders, including Deputy Minister for Administrative Affairs Prof. Dr. Adnan Al-Jumaili, Director General of the Research and Development Department Prof. Dr. Lubna Khamis Mahdi, and Director General of the Private University Education Department Prof. Dr. Fares Mahdi. At the beginning of the meetings, Prof. Dr. Sherif Khater presented an overview of Mansoura University, noting its global reputation and academic excellence. He expressed admiration for Al-Mustaqbal University’s impressive infrastructure and institutional progress, affirming his readiness to engage in advanced scientific cooperation. Advisor Prof. Dr. Alaa Abdul Hassan welcomed the guest and conveyed the greetings of H.E. the Minister, emphasizing the Ministry’s full support for international academic collaboration. Other ministry officials echoed this sentiment, stressing the importance of launching joint research projects, academic conferences, and workshops to foster meaningful collaboration. In conclusion, Prof. Dr. Hasan Shaker Majdi expressed sincere gratitude to the Minister and Ministry leadership, noting that the visit of the Mansoura University President marks a significant step in Al-Mustaqbal University’s internationalization strategy. Al-Mustaqbal University – Ranked First among Private Universities in Iraq.
On the occasion of Iraqi Engineer’s Day, Prof. Dr. Nidhal Khdhair Al-Abbadi, Director of Al-Mustaqbal Center for Artificial Intelligence Applications at Al-Mustaqbal University, extends heartfelt congratulations to all engineers across Iraq, in recognition of their vital contributions to shaping the future and advancing the nation’s industrial and infrastructure development. The center’s staff also expresses their deep appreciation for the engineering community, which represents a cornerstone of innovation and technological progress, reaffirming their essential role in achieving the Sustainable Development Goals, particularly in industry, innovation, and smart infrastructure. 🌟 Al-Mustaqbal University – The First Among Private Universities in Iraq
Al-Mustaqbal Center for Artificial Intelligence Applications – Al-Mustaqbal University is pleased to invite you to the 5th session of the UNESCO Cairo Office’s AI & Culture Webinar Series: Artificial Intelligence and UNESCO Conventions for the Protection of Cultural Property in Emergencies 📅 Date: Tuesday, May 27, 2025 🕙 Time: 10:00 AM – 12:00 PM (Cairo Time) 🔗 Zoom Link: Join the webinar 🔒 Webinar ID: 815 5152 1310 🔒 Passcode: 937752 Speakers: • Dr. Amr Al-Azm – Shawnee State University • Dr. Primo Zingaretti – Università Politecnica delle Marche • Dr. Marina Paolanti – University of Macerata • Dr. María-Ángeles Fuentes-Loureiro – University of A Coruña 💬 Discussant: Dr. Asmaa Mehdioui – ICESCO 🎙️ Chair: Dr. Nuria Sanz – Director, UNESCO Regional Office for Egypt and Sudan 🔻 This event aligns with the following Sustainable Development Goals: 🎯 Goal 4: Quality Education 🎯 Goal 9: Industry, Innovation & Infrastructure 🎯 Goal 11: Sustainable Cities and Communities 📌 Al-Mustaqbal University – The Leading Private University in Iraq
In line with its efforts to enhance academic openness and foster international partnerships, Prof. Dr. Hasan Shakir Majdi, President of Al-Mustaqbal University, welcomed a high-level delegation from Mansoura University in the Arab Republic of Egypt, headed by Prof. Dr. Sherif Youssef Khater, President of Mansoura University, accompanied by Prof. Dr. Tarek Mostafa Ghalwash, Scientific Assistant to the University President. The reception was attended by several members of the University Council, deans, and directors of academic and administrative departments, reflecting the depth of fraternal and historical ties between the two universities. Following a brief welcoming reception, a joint meeting was held and opened with a speech by Prof. Dr. Hasan Shakir Majdi, who expressed his delight at this academic visit, highlighting its significance in reinforcing the existing agreement between the two institutions. The agreement includes multiple areas of mutual interest in higher education and scientific research. For his part, Prof. Dr. Sherif Khater expressed his gratitude and appreciation to Al-Mustaqbal University for their warm hospitality, affirming Mansoura University’s readiness to activate joint cooperation frameworks and expand academic partnerships between both sides. The agenda included a documentary film introducing Mansoura University, along with a presentation of Al-Mustaqbal University's key achievements and milestones. The two parties discussed several key areas, including: Mechanisms for activating the signed Memoranda of Understanding between the two universities Proposals to host specialized postgraduate programs from Mansoura University Professional training and capacity-building programs in partnership with Al-Mustaqbal University’s Continuing Education Center Collaboration between corresponding research centers and sharing expertise in quality assurance and academic/programmatic accreditation Cooperation in international rankings, academic reputation, and participation in scientific journal editorial boards Joint efforts toward achieving the United Nations Sustainable Development Goals The meeting also witnessed active participation from Prof. Dr. Nidhal Khdhair Al-Abbadi, Director of the Al-Mustaqbal Center for Artificial Intelligence Applications. At the conclusion of the meeting, both parties agreed on a set of important decisions that would ensure the achievement of shared goals and open new horizons for scientific collaboration between the two universities. Al-Mustaqbal University – The Leading Private University in Iraq