Synapse - Africa’s 4IR Trade & Innovation Magazine - Show Edition Issue 21

Page 16

RESEARCH NEWS

FROM POVERTY ALLEVIATION TO NATIONAL SECURITY:

Computational modelling enabling smart solutions that work / By Regina Maphanga / “By extending its applications, we can harness the power of computational modelling to tackle poverty, unemployment and national security, and promote environmental, social and governance (ESG) practices.” – Regina Maphanga

C

omputer modelling refers to the process of creating virtual representations or simulations of real-world systems, allowing researchers and policymakers to study and analyse complex phenomena in a controlled environment or processes using computer software and algorithms. It entails the use of mathematical equations, data inputs, and computational algorithms to mimic and simulate the behaviour, interactions and outcomes of the system being modelled.

12 SYNAPSE | SHOW EDITION 2023

Computer modelling offers several benefits and applications. It allows researchers, scientists, engineers, and decision-makers to study complex systems, explore whatif scenarios, optimise designs, predict outcomes, and make informed decisions without the need for costly or time-consuming physical experimentation. It bridges the gap between theoretical understanding and realworld complexity, enabling us to gain insights into systems that may be inaccessible, expensive, or dangerous to study physically. By extending its applications, we can harness the power of computational modelling to tackle poverty, unemployment, and national security, and promote ESG practices. As a thought leader in computational modelling, I firmly believe that leveraging its capabilities in these domains can reshape our society and create a more equitable and secure future. Poverty Alleviation and Unemployment: Poverty alleviation and unemployment are pressing socioeconomic challenges that require comprehensive approaches to address them effectively. Computational modelling offers a powerful tool for understanding the intricate dynamics of these issues and developing targeted strategies for intervention.

By applying computational models, researchers can simulate various scenarios to assess the impact of different policies and interventions on poverty reduction and employment creation. These models consider factors such as economic indicators, social conditions, educational attainment levels, access to resources and government initiatives, to cite a few. Furthermore, computational modelling enables policymakers to identify potential bottlenecks or unintended consequences that may arise from certain interventions. By analysing various parameters within the model’s framework, decision-makers can optimise resource allocation by prioritising sectors with a high potential for job creation, while also targeting vulnerable populations that are most in need of support. This understanding enables us to design targeted interventions, such as skill development programmes, job creation initiatives and social safety nets, with the aim of fostering inclusive economic growth and enhancing livelihoods. National Security: Ensuring the safety and security of nations in an increasingly digital and interconnected world demands advanced tools for risk assessment, intelligence analysis and strategic planning.


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Articles inside

GOOGLE ADDS FIRST AFRICAN LANGUAGE TO BARD

3min
page 32

BRICS ANNOUNCES FORMATION OF AI STUDY GROUP

2min
page 65

CONVERGENCE PARTNERS INVESTMENTS REBRANDS TO SOLCON CAPITAL

4min
page 63

YOU CAN’T BUY AI – Machine Learning is a Process and not a Product

3min
page 60

HARNESSING THE INNOVATION AND POWER OF IOT AND AI

6min
pages 57-58

UNLOCK THE POWER OF DATA: YOUR PATH TO AI EXCELLENCE

6min
pages 55-56

LEVERAGING AI (LAW) FULLY

3min
page 51

AI SOLUTION MONITORS YOUR PATIENTS FOR YOU

4min
pages 48-49

HARNESSING THE POWER OF DATA – The Matogen Applied Insights Revolution

4min
pages 42-43

A SOUND OF HOPE FOR SOUTH AFRICA IN THE FIGHT AGAINST TRAFFICKING

10min
pages 36, 38

5 WAYS GOOGLE HEALTH IS USING AI IN AFRICA

4min
page 34

BUILDING BLOCKS OF A CLOUD NATIVE AI DATA CENTER

5min
pages 30, 32

MAKE MONEY IN REAL-TIME – Using behavioral social science and machine learning

6min
pages 28-29

AICA: PIONEERING DATA EXCELLENCE THROUGH AI AND ML

5min
pages 26-27

UNLOCKING THE FUTURE: Cognitive AI is Bridging the Gap Between Virtual and Physical Realms

4min
pages 24, 27

MASTERING THE AI WAVE: Key Takeaways from Training and Advising South Africa's Top Corporates

4min
page 22

A COLLECTIVE AND INCLUSIVE VOICE FOR RESPONSIBLE AND OPEN AI: The Africa-Asia AI Policymaker Network

3min
page 20

EMPOWERING AFRICAN ENTERPRISES: The Roadmap to AI Integration

4min
page 19

FROM POVERTY ALLEVIATION TO NATIONAL SECURITY: Computational modelling enabling smart solutions that work

5min
pages 16-17

EDUCATING FOR AGRICULTURE 4.0: AI's Transformational Role in African Farming

4min
pages 14, 17

HOW AI MARKETING TOOLS PROPEL MARKETING TO THE NEXT LEVEL

4min
page 12

CONVERT NEWS MEDIA INTO INTERACTIVE VIDEO

4min
page 11

LAUNCH OF THE SA AI ASSOCIATION

3min
pages 8-9

JOHANNESBURG WELCOMES LARGEST GATHERING OF ARTIFICIAL INTELLIGENCE EXPERTS

3min
pages 6-7
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