This AI-generated podcast episode explains mathematical optimization models, which provide a structured and efficient approach to decision-making in business and industry. The podcast outlines, initially, how these models are built upon insights derived from correlation and regression analysis.

By identifying relationships between variables and quantifying their impact, predictive analytics allows organizations to make data-driven decisions before defining the optimization framework. Once these predictive relationships are established, decision-makers can implement optimization models to determine the best possible actions while considering business constraints and goals.

This structured approach—leveraging predictive analytics and optimization—enables organizations to enhance productivity, reduce costs, and improve overall strategic decision-making.


Mathematical Modeling for Decision-Making: Understanding Optimization Models based on Correlation and Regression Analysis Insights

Interview with Hatem Samman,  Executive Director of Government Relations and Public Policy, TikTok at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

For further information: http://www.itu.int/gsr

GSR-25 INTERVIEWS: Hatem Samman, Exec.Director, Government Relations and Public Policy, TikTok

Interview with Yulia Shlychkova, VP Government Affairs and Public Policy, AO Kaspersky Lab at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

For further information: http://www.itu.int/gsr

GSR-25 INTERVIEWS: Yuliya Shlychkova, Vice-President, Kaspersky Lab

Interview with Barbee Ponder, General Counsel, Globalstar at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

GSR-25 INTERVIEWS: Barbee Ponder, Vice President and General Counsel, Globalstar

Interview with Fatou Sow Kane, CEO, Expresso Senegal, at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

For further information: http://www.itu.int/gsr

GSR-25 INTERVIEWS: Fatou Sow Kane Chief, Executive Officer, Expresso Senegal

Interview with Xavier Merlin, Board Member, ARCEP, France, at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

For further information: http://www.itu.int/gsr

GSR-25 INTERVIEWS: Xavier Merlin, Board Member, (ARCEP), France

Interview with George Wiliam Thembo, Executive Director, Uganda Communications Commission, at the Global Symposium for Regulators (GSR-25), Riyadh, Kingdom of Saudi Arabia, 31 August - 3 September 2025.

For further information: http://www.itu.int/gsr

GSR-25 INTERVIEWS: George Wiliam Thembo Executive, Director, Uganda Communications Commission

Welcome to ITU Future Innovators Podcast.

In this episode, we’re launching into space—and exploring how youth are driving innovation, policy, and sustainability in the satellite and space law sectors.

Hamza Hameed and Roser Almenar, members of the ITU Secretary-General's Youth Advisory Board, unpack the role of AI in space, the importance of youth voices in shaping global policy, and how space technologies can bridge the digital divide.

From AI-powered satellites and space law to bridging the digital divide and empowering women in tech, this conversation dives deep into the real-world impact of youth-led initiatives in the space sector.

🌍 Topics covered include:

AI in space and liability challenges
Youth participation in space policy
Satellite connectivity and digital inclusion
Gender equality in ICT and space
How to get involved in the space sector

🔗 Learn more at www.itu.int

Subscribe for more episodes featuring young innovators driving digital transformation worldwide.

🎧 This is Future Innovators—powered by ITU, the UN agency for digital technologies.

Recorded 11 July 2025

#FutureInnovators #YouthInTech #AIForGood #SpaceLaw #DigitalInclusion #WomenInICT #SatelliteConnectivity #SpaceSustainability #TechForImpact #YoungLeaders #globalpolicy 

ITU is the United Nations agency for digital technologies, driving innovation together with 194 Member States and a membership of some 900 private sector entities and academic institutions. Established over 150 years ago in 1865, ITU is the intergovernmental body responsible for coordinating the shared global use of the radio spectrum, promoting international cooperation in assigning satellite orbits, improving communication infrastructure in the developing world, and establishing the worldwide standards that foster seamless interconnection of a vast range of communications systems. From broadband networks to cutting-edge wireless technologies, aeronautical and maritime navigation, radio astronomy, oceanographic and satellite-based earth monitoring as well as converging fixed-mobile phone, Internet and broadcasting technologies, ITU is committed to connecting the world.

The materials contained on this podcast channel are for information purposes only. ITU expressly disclaims all liability to any person in respect of anything and in respect of the consequences of anything said or omitted to be said wholly or partly in reliance upon the whole or any part of the contents of this podcast channel. ITU is not responsible for any third party content which may be accessed through this podcast channel. ITU interviews and soundbites may be edited for content and duration. The views and opinions expressed are those of the speakers and do not necessarily reflect the views or positions of the ITU.

ITU holds copyright in the information available on this podcast channel, unless otherwise stated. Copyright in any third-party materials found on this podcast channel must also be respected.

ITU Future Innovators | Youth, AI & the Future of Space with Hamza Hameed and Roser Almenar

In this episode of ITU Tech Monthly, we sit down with Irene Kaggwa, Programme Manager of Giga, the joint initiative by ITU and UNICEF working to connect every school in the world to the Internet.

🌐 Why it matters:

- Internet access transforms education, especially in remote and underserved communities.
- Giga empowers students, teachers, and governments with digital tools and inclusive learning.
- It’s not just about connectivity—it’s about equity, opportunity, and preparing youth for an AI-driven future.

🛠️ What you’ll learn:

- How Giga maps schools, mobilizes funding, and supports implementation
- The challenges of rural connectivity and how GIGA overcomes them
- Real-world stories of impact—from digital inclusion for children with disabilities to AI readiness in classrooms
- Upcoming milestones and global partnerships, including Google.org and the will.i.am Foundation

📲 Learn more at www.giga.global

🎧 Subscribe to ITU Tech Monthly for more insights into how technology is shaping a more inclusive world.

 #digitalinclusion  #techforgood  #educationtechnology   #aiforeducation   #digitalequity  #edtech

ITU is the United Nations agency for digital technologies, driving innovation together with 193 Member States and a membership of some 900 private sector entities and academic institutions. Established over 150 years ago in 1865, ITU is the intergovernmental body responsible for coordinating the shared global use of the radio spectrum, promoting international cooperation in assigning satellite orbits, improving communication infrastructure in the developing world, and establishing the worldwide standards that foster seamless interconnection of a vast range of communications systems. From broadband networks to cutting-edge wireless technologies, aeronautical and maritime navigation, radio astronomy, oceanographic and satellite-based earth monitoring as well as converging fixed-mobile phone, Internet and broadcasting technologies, ITU is committed to connecting the world.

The materials contained on this podcast channel are for information purposes only. ITU expressly disclaims all liability to any person in respect of anything and in respect of the consequences of anything said or omitted to be said wholly or partly in reliance upon the whole or any part of the contents of this podcast channel. ITU is not responsible for any third party content which may be accessed through this podcast channel. ITU interviews and soundbites may be edited for content and duration. The views and opinions expressed are those of the speakers and do not necessarily reflect the views or positions of the ITU.

ITU holds copyright in the information available on this podcast channel, unless otherwise stated. Copyright in any third-party materials found on this podcast channel must also be respected.

ITU Tech Monthly | Giga: How do you connect every school to the Internet

🌍 Welcome to ITU’s Future Innovators Podcast!

In this episode, Clinton Oduor and Okan Dursun, members of the ITU Secretary-General’s Youth Advisory Board, explore how young people are using artificial intelligence to tackle one of the world’s most urgent challenges: climate change.

From AI-powered farming and carbon tracking startups to ethical debates and global sustainability goals, this conversation explores youth-led innovation with real-world impact.

🔎 Topics covered:

- AI for climate action and sustainability
- Youth entrepreneurship in tech
- Ethical concerns and data bias in AI
- Bridging the digital divide
- The role of youth in shaping emerging technologies

💡 Whether you're a student, a startup founder, or just curious about tech for good, this episode will inspire you to think boldly and act responsibly.

🔗 Learn more at www.itu.int

💬 Like, comment, and subscribe for more youth-led conversations shaping our digital future.

🎧 This is ITU Future Innovators—powered by ITU, the UN agency for digital technologies.

#FutureInnovators #AIForGood #YouthInTech #Sustainability #TechForImpact #DigitalInclusion #AIEthics #YoungLeaders 

ITU is the United Nations agency for digital technologies, driving innovation together with 194 Member States and a membership of some 900 private sector entities and academic institutions. Established over 150 years ago in 1865, ITU is the intergovernmental body responsible for coordinating the shared global use of the radio spectrum, promoting international cooperation in assigning satellite orbits, improving communication infrastructure in the developing world, and establishing the worldwide standards that foster seamless interconnection of a vast range of communications systems. From broadband networks to cutting-edge wireless technologies, aeronautical and maritime navigation, radio astronomy, oceanographic and satellite-based earth monitoring as well as converging fixed-mobile phone, Internet and broadcasting technologies, ITU is committed to connecting the world.

The materials contained on this podcast channel are for information purposes only. ITU expressly disclaims all liability to any person in respect of anything and in respect of the consequences of anything said or omitted to be said wholly or partly in reliance upon the whole or any part of the contents of this podcast channel. ITU is not responsible for any third party content which may be accessed through this podcast channel. ITU interviews and soundbites may be edited for content and duration. The views and opinions expressed are those of the speakers and do not necessarily reflect the views or positions of the ITU.

ITU holds copyright in the information available on this podcast channel, unless otherwise stated. Copyright in any third-party materials found on this podcast channel must also be respected.

ITU Future Innovators | How youth are using AI for sustainability with Clinton Oduor and Okan Dursun

Marco Serrato serves as Vice President of Arizona State University‘s Learning Enterprise, which serves learners across their entire lifespan. Under this role, Marco collaborates with academic units and faculty across the university to identify and oversee opportunities to serve such learners.

Marco has a global understanding of higher education, including professional, executive and continuing education programs across different industries, geographies and emerging technology platforms. He has experience developing initiatives with private, governmental, and nongovernmental organizations in the United States, Latin America, Europe, Asia, Africa and the MENA region, including serving as emeritus board member and former chair of the International Consortium for University-based Executive Education (UNICON). He has also served as representative to the University Professionals for Continuing Education Association (UPCEA) and the Latin American and European Continuing Education Network (RECLA).

Prior to joining Arizona State University (ASU), Marco served as associate provost at The University of Chicago and as vice rector for continuing education at Tecnológico de Monterrey in Mexico. He also serves as professor of global strategy and business analytics at Thunderbird School of Global Management at Arizona State University and has experience as adjunct faculty at the PhD, master’s, executive education and undergraduate levels. Marco was a visiting scholar at the Massachusetts Institute of Technology (MIT) and has published more than thirty research papers on international peer-reviewed and conference journals, four books, and three book chapters. His contributions in the higher education landscape have been featured by international media including the World Economic Forum and the United Nations, among others.

Marco serves in several corporate and academic boards, including the American University in Cairo’s executive education council. He has also co-founded two start-ups that provide consulting and learning solutions in public and private sectors.

Originally from Mexico, Marco is a first-generation college graduate that holds a double-degree PhD in Industrial Engineering – Operations Research from Iowa State University and Industrial Engineering – Operations Management from Tecnológico de Monterrey.

Mathematical Modeling for Decision-Making: Understanding Optimization Models based on Correlation and Regression Analysis Insights

Mserratog