AI Can Design Cities, but Can It Understand What Matters to People? 10 Ways to Keep Humans in Control
Urban design depends heavily on human judgment and field-based understanding.
Urban design depends heavily on human judgment and field-based understanding.
When a language isn’t in the data, its speakers aren’t in the product – and AI cannot be safe, useful, or fair for them.
Employers and societies demand graduates who can evaluate information and make sound judgments.
AI coverage in African media has shown that local voices and experts are missing.
Part one: How the Trump Administration abandoned orphans with HIV
Call to intensify efforts to improve early childhood learning
President Cyril Ramaphosa has called on educators to intensify efforts to improve early childhood learning, emphasising the urgent need to strengthen foundational skills in reading and mathematics.
The President was addressing the 2025 Basic Education Sector Lekgotla, at OR Tambo Conference Centre, in Ekurhuleni on Thursday.
He highlighted concerning literacy and numeracy statistics, warning that failure to address these gaps could have long-term consequences for learners.
Citing the 2021 Progress in International Reading Literacy Study (PIRLS), he noted that more than 80% of Grade 4 learners in South Africa cannot read for meaning in any language, including their home language.
Additionally, the country ranked low in a recently published study on Trends in International Mathematics and Science Study (TIMSS), which surveys capabilities in Grades 4 and 8.
“Not having mastered basic skills in reading and maths at foundation level sets the tone for how a learner will perform in high school and beyond. That is why Early Childhood Development [ECD] education has become the key foundation and bedrock.
“So, correcting these shortcomings is the most urgent of tasks. It must be front and centre of our efforts in basic education,” he explained.
In the same breath, the President lauded the achievements of the Class of 2024 saying it reinforces government’s commitment to developing the nation’s young people as the most valuable resource.
He said this achievement shows that the country is steadily undoing the apartheid legacy of intergenerational poverty, disadvantage and indignity.
“Our learners, teachers, parents and caregivers deserve our appreciation, alongside school governing bodies and partners in business, trade unions and academia. However, these impressive outcomes stand in stark contrast to what we see in the early years of education.”
To address these challenges, the President welcomed the Department of Basic Education’s review and realignment of the curriculum, including teacher development programmes and a focus on the Mother-Tongue Based Bilingual Education approach.
He also stressed the importance of inclusive education, calling for greater access to quality learning for children with disabilities.
“We are encouraged by the department’s efforts to review and realign our existing curriculum, including assessment, learning and teaching support material and teacher development programmes,” the President said.
Embracing AI and technology
The first citizen warned that globalisation, automation, and artificial intelligence (AI) are reshaping the job market, making it critical for South Africa’s education system to evolve.
He said that the theme of this year’s lekgotla – ‘Strengthening Foundations for a Resilient, Future-Fit Education System’ – is therefore most appropriate and timely.
He highlighted that the World Economic Forum’s 2025 Future of Jobs Report showed the world’s fastest growing and fastest declining jobs.
The report showed that jobs that are growing fastest are big data specialists, user interface and user experience engineers, data warehousing specialists and renewable energy engineers.
At the bottom of the pyramid, some of the jobs that are in decline include bank tellers, data entry clerks, cashiers, admin assistants, book-keeping and payroll clerks, and telemarketers, among others.
The President noted that many of these occupations that are in decline are entry level positions for young people entering the job market after school.
He noted that AI and advanced language models are significantly reshaping various industries.
One such tool, ChatGPT, now has approximately 300 million weekly active users worldwide. The number of students relying on ChatGPT for school assignments has doubled between 2023 and 2024.
The President emphasised the need for the education system to embrace technology while maintaining a strong foundation in human-led learning.
“We have to adapt to this new reality or risk the consequences of last century methods that cannot deliver new century outcomes. As impressive as technological advances have been, technology is but a complement to human endeavour.
“There is no substitute for solid foundational education led by committed and capable educators that sets the stage for a more effective and equitable educational system,” the President said.
The President further highlighted that the first generation to grow up with the internet, Gen Z, are already in their thirties. Generation Alpha, the first fully digital generation, are now in high school.
The babies born this year are the start of Generation Beta and will begin school in 2030.
“These Generation Beta children will be mastering the use of AI tools for schoolwork, problem solving and life advice before they even reach high school.
“This is to say nothing of their future career paths. There are now tools that can build a website in 10 seconds and compile a fully referenced research paper in about a minute.
“So, when we speak of equipping our young people with the skills for a changing world, we are not only talking about the structure of education needing to be transformed, but its methods of delivery as well. I am pleased that this is an issue that is prioritised at the Basic Education Lekgotla,” the President said.
Vocational and Entrepreneurial Pathways
President Ramaphosa also called for greater emphasis on technical and vocational education as viable alternatives to traditional academic pathways. He pointed to Germany, where 47% of the workforce holds vocational qualifications, compared to just 17% with university degrees.
“As stakeholders in the sector we need to work together to address the prevalent bias towards general academic education, and even the stigma that exists around choosing vocational occupations.
“Vocational training should not be seen as a fall-back option for learners who have been identified as unlikely to obtain the marks needed for university entry. It should be seen as an attractive proposition for all learners.”
The President also highlighted the importance of fostering entrepreneurship to support young people in an economy with limited job opportunities.
Agenda for education
The 2025 Basic Education Sector Lekgotla, tcomes at a pivotal time as South Africa enters the implementation phase of the Medium-Term Development Plan and nears the five-year countdown to achieving the Sustainable Development Goals.
As South Africa chairs the G20, President Ramaphosa noted the opportunity to drive a progressive global education agenda under the theme of “solidarity, equality, and sustainability.”
“As the host of the G20 Education Working Group, we have a unique opportunity to drive a progressive agenda for inclusive and equitable education within the framework of the G20,” he said. – SAnews.gov.za
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Thu, 02/27/2025 - 15:35
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Surendra Singh and Associates ordered to pay costs out of own coffers and may have to answer to Legal Practice Council
AI and other Tech are fast becoming the biggest sales enablers on the block Sales is a pressure game. You’re juggling leads, chasing targets, and dealing with the endless cycle of follow-ups. But high-performers don’t just work harder—they work smarter by leveraging tech that delivers results. Jacqueline van Rooijen, Owner and Business Growth Consultant at …
AI is becoming a new member of society according to results from a new Kaspersky (www.Kaspersky.co.za) survey titled ‘Excitement, Superstition and great Insecurity – How global Consumers engage with the Digital World' (https://apo-opa.co/3WRj99J). The study also found that today artificial intelligence is taking on new roles in fields where it can succeed and be trusted by humans.
Based on statistics from Similarweb (https://apo-opa.co/46WpO7u), ChatGPT, one of the world's most popular chatbots, garnered 153 million visits in the first month after its launch in November 2022, and peaked at 2 billion visits in April 2024. In light of the rapid advancements in AI, Kaspersky has conducted an in-depth study to explore current levels of confidence in AI. The study examines its roles from management positions in the workplace to assisting with significant life decisions.
According to the study, respondents see AI as their team member at work, and a manager – 34% globally believe AI can be a fairer boss than a human being because of its impartiality. For respondents from the Middle East, Turkiye and Africa (META) region this statistic is 40%. In South Africa it is 42%.
Another area where AI can play an active role is education. 47% of respondents globally, 60% in the META region and 68% in South Africa foresee children being taught through virtual experience and Metaverses in the near future.
Half (50%) of all consumers globally, 53% in the META region and 64% in South Africa believe that AI has already become an unavoidable part of their lives, with 43%, 46% and 52% respectively having a positive outlook on its potential to bring about many exciting opportunities and improve the future for everyone. A large portion of respondents admit that AI has capabilities in creative areas – 62% globally, 59% in the META region and 53% in South Africa believe AI is a credible producer of works of art.
AI can also be considered a reliable companion and an assistant in everyday life. More than half of respondents (57%) globally, 67% in the META region and 60% in South Africa would like to use AI to run their daily lives more efficiently.
48% of those surveyed globally, 60% in the META region and 56% in South Africa are ready to use an AI chatbot to have conversation online - 31%, 38% and 33% respectively would use it to help them to find the right partner on a dating app. In fact, 48% globally, 58% in the META region and 63% in South Africa believe that human relationships will change because of the impact of AI if virtual characters start replacing real-life partners.
“We are witnessing the growing adoption of AI as a valuable tool, assisting people in diverse areas. Beyond traditional applications, such as processing and analysing data, AI is being entrusted with more intriguing personal roles, including romance, education, and work. As AI technologies continue to evolve, their potential to drive innovation and improve human experiences becomes even more profound. However, this advancement also brings unexpected risks and sophisticated threats, ranging from overreliance — putting too much trust in AI advice — to AI-generated phishing, deepfakes and identity theft. These are the challenges that we need to address across multiple levels,” comments Vladislav Tushkanov, Machine Learning Technology Research Group Manager at Kaspersky.
In order to protect users against AI-driven threats, Kaspersky suggests:
The full Kaspersky report ‘Excitement, Superstition and great Insecurity – How global Consumers engage with the Digital World' is available via this link (https://apo-opa.co/3WRj99J).
Distributed by APO Group on behalf of Kaspersky.
About the survey:
In June 2024, Kaspersky commissioned Arlington Research to conduct an online survey of 10,000 respondents to explore the respondents' attitude towards current digital superstitions, AI role in human's life and topic of digital immortality. The sample included 1,000 respondents from each of the UK, Germany and France, and 500 in Spain, Italy, Portugal, Brazil, Mexico, Russia, Kazakhstan, India, China, Indonesia, Turkiye, KSA, UAE, and South Africa.
About Kaspersky:
Kaspersky is a global cybersecurity and digital privacy company founded in 1997. With over a billion devices protected to date from emerging cyberthreats and targeted attacks, Kaspersky's deep threat intelligence and security expertise is constantly transforming into innovative solutions and services to protect businesses, critical infrastructure, governments and consumers around the globe. The company's comprehensive security portfolio includes leading endpoint protection, specialized security products and services, as well as Cyber Immune solutions to fight sophisticated and evolving digital threats. We help over 200,000 corporate clients protect what matters most to them. Learn more at www.Kaspersky.co.za.
As artificial intelligence (AI) continues to supercharge every aspect of business and society, South Africa stands at a critical juncture. Rather than fearing job displacement, we can harness AI to drive widespread growth and prosperity. By fostering local innovation, investing in AI education, and creating a conducive regulatory environment, we can empower citizens and businesses …
Although GroundUp won awards for exposing corruption in the Lottery and for uncovering the Thabo Bester prison escape, by far the most important public service we do is publishing the Target on Mondays and Fridays. Exposing shenanigans at the provincial social development departments, answering readers’ questions about social grants, exposing the poor state of sanitation, …
BNN Breaking no longer appears high up in search results
The Limpopo Mirror is published in Louis Trichardt, a town in the north of South Africa’s Limpopo province. This week the Competition Commission is probing how online news is affected by AI chatbots, search and advertising technology. The outcome of the hearings is important for the future of news reporting in South Africa. In this …
The survey, which spanned 1,300 respondents in ten African and Middle Eastern countries, revealed that 63% of users are open to sharing their personal information, while an impressive 83% expressed confidence in the accuracy and reliability of these AI tools. “While the results clearly show that generative AI tools are widely used, they also highlight the need for increased user training and awareness regarding the potential risks associated with this powerful new technology,” says Anna Collard, SVP Content Strategy and Evangelist at KnowBe4 AFRICA (https://www.KnowBe4.com).
Upon its introduction in late 2022, ChatGPT revolutionised the way people work. The highly adept chatbot, known for its natural and impeccable English, swiftly won over critics. Business teams discovered they could create marketing campaigns in a matter of minutes instead of hours, and effortlessly generate content in various forms, such as text and images. However, some argue that the world has embraced generative AI too hastily.
“The adoption of genAI offers tremendous opportunities for African users and organisations but we also need to consider the associated risks,” says Collard. “Our survey - which runs across users owning smartphones in 10 African countries - indicates that all respondents are using generative AI in their personal and professional lives, with many using it on a daily or weekly basis.” The primary purposes for using generative AI are research, information gathering, email composition, creative content generation, and document drafting. Respondents highlighted several benefits of using generative AI, including time-saving, assistance with complex tasks, increased productivity, and enhanced creativity.
“Despite the hype about job losses and various industries being negatively affected by generative AI, 80% of respondents didn't feel that it threatened their job security, although 57% believed it has the potential to replace human creativity,” says Collard. “What is interesting in the findings is the disconnect between what people think and the reality, particularly when it comes to cybersecurity.”
Too willing to share sensitive data
The survey, carried out across South Africa, Botswana, Nigeria, Ghana, Kenya, Egypt, Mauritius, Morocco, United Arab Emirates, and Saudi Arabia, revealed that almost two-thirds of users are at ease sharing their personal information with generative AI tools such as ChatGPT. The comfort level in sharing sensitive data varied across countries. For example, in South Africa, only 54% of users were comfortable sharing their personal information with generative AI tools, while in the UAE it was 67%, and in Nigeria, it was 75%.
According to the survey, 83% of users feel confident about the accuracy and reliability of generative AI, showing an excessive level of trust. Collard comments that it is important to encourage critical thinking and be aware of our psychological biases that make us blindly trust content that is synthetically generated. “For example, research shows that people overestimate their abilities to detect deepfakes (Köbis et al., 2021) and in fact perceive AI-synthesized images as more trustworthy than real faces (Nightingale and Farid, 2022)”
Another concerning finding is the lack of comprehensive policies in organisations to address the challenges associated with generative AI. Almost half of the respondents (46%) reported having no generative AI policy at work, and 8% stated that they were prohibited from using it. “Employees are already using generative AI, so attempting to ban it is futile. Instead, it is crucial to establish policies that protect both organisations and their employees, ensuring responsible and safe usage,” asserts Collard.
Deepfakes - one of the most concerning uses of AI
A previous KnowBe4 AFRICA survey found that almost half of consumers do not know what deepfakes are, while a recent survey of South African IT managers by KnowBe4 and ITWeb showed that 60% of organisations do not provide training on deepfakes. “Scammers can trick people into believing that their loved ones are being held hostage by using fake voice and video messages created with this technology,” explains Collard. Because they are so convincing, many people are falling for these scams, including organisations which stand to lose both money and their sensitive data. With elections coming up in South Africa, the US and many other countries, the World Economic Forum has ranked disinformation as one of the top risks for this year. Previous research has shown deepfakes as one of the most worrying uses of AI (https://apo-opa.co/49Co9o9), particularly when used for political manipulation.
“A zero-trust mindset needs to be cultivated to help people overcome the threats of malicious use of generative AI,” concludes Collard. “Companies should provide more training and implement comprehensive policies to help their employees navigate this exciting and daunting new technology.”
To read the full report on generative AI usage in Africa and the Middle East, click here (https://apo-opa.co/4bW7b5E).
Distributed by APO Group on behalf of KnowBe4.
By Dr Shahiem Patel – Dean of Regent Business School The future is becoming increasingly difficult to think about, let alone plan for. The vital need for education systems in South Africa to improve and meet the pressing needs of society and our economy only compound this difficulty. The rate at which technology is developing …
Over 1,600 journalists attended #GIJC23 in September. There was much to be learnt about how to be more effective reporters. The Global Investigative Journalism Conference 2023, hosted in Gothenburg, Sweden in September, was probably the largest and most diverse gathering of investigative reporters in history, with over 1,660 delegates drawn from 144 countries. Reporters …

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ChatGPT has had more airtime than the world's most renowned celebrity. Its arrival has sparked questions and concerns that some did not even think to ask, including if it is a threat to our critical thinking skills.
Write this essay. Complete this analysis. Unpack the meaning behind this excerpt. These are all sentences that bring horror to those who do homework – lengthy essays about things that students are not sure they care about, and that many do not see the point in doing in the first place. This homework is not designed to be terrifying; it is designed to ignite the mind and critical thinking; to challenge students to form their own opinions and then using research and cognitive thinking to back them up. Currently, this is being threatened by tools like ChatGPT.
Yet, artificial intelligence (AI) tools are here to stay so instead of seeing it as a threat, it should be seen as an asset, but one that supports cognitive growth and memory function rather than replacing it, says Anna Collard, SVP Content Strategy & Evangelist at KnowBe4 AFRICA.
“Research by George Millar in 1956 found that the average person can only keep around seven items in their working memory,” she explains. “Miller's Law of seven plus-minus two means up to nine or as little as five items are the limit of a human's processing abilities. Today, that number has gone down to four (https://apo-opa.info/3MIOCHD). This research, along with other academic papers and analyses (https://apo-opa.info/3BvXPMQ), points to reduced memory due to an over reliance on technology also called the Google effect,” explains Collard.
This is a concern, one that has grown increasingly vocal over the past year as educators and researchers have pondered the impact of technology, and now AI, on cognitive behaviour and memory retention. However, it is also balanced by research that has pointed out that actually, human beings have been outsourcing their memory to various materials and solutions for centuries. Paper, parchment, papyrus and wood are some prime examples. Modern technology is no different. It can be a tool to bolster memory and make it far easier for humans to manage lives that are deluged by information, noise and digital clutter.
“The research goes in both directions, suggesting that technology is both an enabler and an inhibitor of human memory,” says Collard. “This points to the fact that actually, the impact does not lie in using it, but in how it is used or, in the case of ChatGPT, abused. The latter can be an immensely useful tool that supports students in their research and studies, but if it becomes the sole source of information and does all the writing for them, that is where the problems start.”
Nowadays, remembering where you found a fact has become more important than remembering the fact itself. This translates directly into the biggest challenge with ChatGPT – it is vague on its sources and often out of date, which means that it rarely is as accurate as it needs to be.
“ChatGPT uses machine learning to infer information and this introduces inaccuracies,” says Collard. “If you ask ChatGPT what happens if you break a mirror, it replies with ‘You will have seven years of bad luck'. This is not a fact; it is based on superstition. If users do not constantly check the factual accuracy of ChatGPT, they run the risk of sharing fake news, inaccurate information and even conspiracy theories.”
The TruthfulQA benchmark test has found that most generative models are only truthful 25% of the time, according to the 2022 Stanford University (https://apo-opa.info/3o0ZCGJ) Artificial Intelligence Index Report. This means over reliance on technology such as ChatGPT is simply going to make the student's work look stupid. However, that is not enough to stop people from turning to tech when they are tired, overwhelmed or lazy, which means that the best approach is to embrace it.
“Do not ban it, rather teach students how to use it within practical guidelines and policies that help them to enhance their understanding of AI and this type of tool,” concludes Collard. “This will enhance their own critical thinking skills by asking them to question the sources, content, truthfulness and accuracy of the content that the platform serves up to them, and it will turn the threat into an opportunity.”
Distributed by APO Group on behalf of KnowBe4.
