AI

By Nura Jibo, MRICS

When John C. Maxwell wrote “The Power of Thinking Big,” it took me a few minutes to read most of it. In his book, Maxwell encourages human beings to think big and pursue their dreams.

Today, the world of science and technology has been corrupted by the global artificial intelligence (AI) euphoria orchestrated by so-called computer enthusiasts who are eager to sell something called AI in a manner that is far less, and implicitly below, the power of human imagination.

Whenever I see Americans, Japanese, Chinese, Germans, Asians, Arabs, and even my fellow Africans promoting AI beyond the banal and its quibbling superficiality, I genuinely sympathise with the world of science and technology “thinking” and what it holds for humanity.

AI, as it is, is a product of human imagination. It is always created using computer permutations and combinations of algorithmic packets and sets of calculated data encoded in computer microprocessors and central processing units. The computer system and its processes, which are subjected to the so-called futuristic determinations of events and activities, are again a product of human imagination embedded in what computer programmers prefer to call designed programs.

When I was in university, I was a poor student of computer programming because I didn’t take my computer teacher seriously. He failed to convince me about the processes, systems, and their creator. I spent my time playing with my classmates in the computer lab because I already understood that systems and processes are entirely products of human imagination. Indeed, the very day we decided to play in science by playing it to the gallery, it would automatically prevent us from asking more profound scientific questions beyond the basics. That would be the time when humanity would begin to lose its relevance and submit to the Elon Musks and Bill Gates of this cosmopolitan planet.  

In high school, my mathematics teacher, Malam Ali, taught me the fundamentals of working with a four-figure table from memory! Mallam Ali had committed the entire four-figure table to memory. He used to write the Cosines, Sines, and Tangents of 90, 180, and 45 degrees, as well as their reciprocals, even before we opened our four-figure tables. That was Mallam Ali’s stellar display of the power of human imagination at its best. As a novice in mathematics, I sincerely respect Mallam Ali to this day because I never had a mathematics teacher like him who taught me the power of original thinking using human imagination beyond artificial intelligence (AI).

There was also Malam Rabiu, a Chemistry teacher par excellence! Throughout my senior high school classes, I never saw him fail to teach us from his brain about REDOX reactions and the chemical reactions/compositions between an acid and a base, which to this day yield only salt and water! The “basicity” in my classmates and me created a bonding pair as opposed to finding a lone pair of electrons in every subatomic molecule.

Indeed, Malam Rabiu eventually left us to become the managing director of a Mentholatum Company in old Kano State, Nigeria. The last time I spoke with him was a week ago. He is there, being wasted away by Nigeria after having an excellent time as a hired teacher for the Kenyan government in the 1980s.

Indeed, it was the physics and chemistry teachings I received from my extraordinary teachers, such as Malam Rabiu, the late Malam Babale, Mudashiru Kolawole, and Mr. Isiaih, that led my friend, Ahmadu Saidu (now Lieutenant Colonel Saidu), and me to commit an organic chemistry textbook to memory. We crammed the entire textbook into our brains to the extent that we were not afraid of any organic chemistry examination that would ask questions on saponification or polymerisation processes in which small molecules (monomers) combine chemically to produce a giant chain-like molecule called a polymer. 

Science performed excellently for me! At that time, my thoughts and imagination aimed toward becoming an earth scientist who could change the entire geographical narrative of regional and global climate viewpoints forever. I never thought I would one day become a quantity surveyor – chartered, for that matter – because costing and construction estimates never seemed worthwhile to me as a course of study. 

As an aspiring global scientist of high standing, at the age of 15, I had already memorised the diameter of the Earth to be 12,756 kilometres! Therefore, I regarded courses like quantity surveying and accounting as suited for small minds that could not think big! But as history would have it, I find myself now “dining” and “sleeping” in quantities and what it takes to estimate the entire cost of buildings and infrastructure. Still, I never let my background in quantity surveying prevent me from pursuing geography as the mother of history. 

I eventually decided to blend quantity surveying with my passion for addressing climate change issues in Africa and globally. The two can be practised together with the time I have on earth. Hence, I developed the idea of establishing something that would ensure humanity remembers me even if I were to pass away. I founded an international NGO focused on climate change and registered it with the UNFCCC Secretariat in Bonn, Germany, as its climate observer organisation for 16 years now. The NGO has grown from a figment of my imagination, salvaging numerous communities by restoring their biodiversity in Nigeria, Africa, Niger Republic, Morocco, Ghana, and beyond.

I now register people from across the globe every year as UNFCCC climate change observer delegates. The UNFCCC Secretariat in Bonn, Germany, has designated me as its Designated Contact Point on climate change for 16 years now. The power of human imagination has enabled me to request and issue visas to my UNFCCC climate delegates, allowing them to attend our UNFCCC COP meetings free of charge.

Indeed, my dream project of constructing the Asayaya Regenerative City (ARC) generates interest among professionals and technocrats nowadays. The curiosity it ignites is just like a lady’s skirt, short enough to create attention but lean enough to cover the subject matter. My goal is to design a city with zero carbon emissions. The ARC will be energised by a hydrogen power plant using water electrolysis.

In the field of space science, the Wright brothers succeeded in presenting to the world the first aeroplane they manufactured and flew successfully on December 17, 1903.

Of course, the two right honourable gentlemen, Wilbur and Orville Wright, often fascinate me with their contributions to science and what I believe I can achieve with it to help humanity. Indeed, Orville and his brother would not have succeeded in flying what they called the “Wright Flyer” without the power of human imagination, which they trained their minds to develop beyond the ordinary.

They believed that any object obeying the laws of aerodynamics would automatically defy gravity and fly! That’s their rule of engagement! Thus, the entire world must always salute and doff its hat to the well-documented, extraordinary success stories of the duo, Wilbur and Orville. I see no reason why the world’s successful airline manufacturers, such as Boeing, Airbus, and Bombardier, along with their customers and clients like British Airways, Lufthansa, Delta Air, Qatar Airways, Emirates, etc., cannot establish a “Wright Brothers’ Day” in honour of Wilbur, Orville, and America! Thanks to the Qatari government and the royal family for taking the bold step to gift the American president, Donald, their royal luxury jet as a sign of respect and profound camaraderie towards America, a nation that produced extraordinary individuals like the Wright brothers!

Hence, the influence of mentorship and counselling in nurturing the power of human imagination above artificial intelligence or artificial science and technology is paramount.

The Wright brothers would not have achieved global success in aviation without reading the book by Octave Chanute, which succinctly explained almost all the technical knowledge they had in the field of aviation. Orville and Wilbur devoted ample time to studying their “Progress in Flying Machines” from 1894! The relationship between Chanute and the Wright brothers blossomed to the extent that he would often provide commentary on their technical expertise.

It is this same mentoring strategy that we witness today in the remarkable case of Barcelona’s wonder kid, Lamine Yamal. Lamine diligently followed Messi’s football doctrine at La Masia Football Academy in Barcelona. Whenever he is on the pitch, Lamine IMAGINES (emphasis mine) himself as Messi, dodging and dribbling past players with a dazzling performance that effortlessly bewilders opponents and excites spectators. Today, both Messi and Lamine could be likened to the world’s greatest footballer of all time, the legendary Pelé of Brazil.

That’s what the power of human imagination can accomplish!

At an early stage in my formative years, I was genuinely inspired by the works of the great Nigerian physicist, PN Okeke, who is regarded as the father of astronomy in Nigeria. Prof. Okeke was the brain behind unravelling the mysteries in physics by making them as simple as ABC. He helped me clearly understand the positive impact of Newton’s third law of motion in aviation and engineering. According to Newton, for every action, there is an equal and opposite reaction. This explains why aeroplanes must gather momentum and run at high speed until their engines produce a substantial force against gravity, enabling them to reach escape velocity.

For some of us who are still students of science, as soon as we witnessed the very sympathetic OceanGate Titanic submersible saga, we understood perfectly that one of Archimedes’ principles was grossly violated in that ill-fated and catastrophic implosion.

In the field of religion, two prominent Islamic scholars stood out globally in terms of Quranic recitation. Alaramma Yahuza Bauchi and Sheikh Sudais of Saudi Arabia are indeed global Islamic colossi whose oral Quranic recitations are second to none. I travelled throughout the Arab world and the Arabic-speaking countries, but I had not heard or seen the power of oratory Quranic recitation, such as the one I heard from the duo, as I had imagined. 

The way Alaramma Yahuza Bauchi recites Allah’s verses leaves most people in Arabia agog because his style of Warsh Quranic recitation far surpasses and is utterly different from Hafs, which is prevalent in the modern Islamic world. It would take Muslims who are unfamiliar with Warsh a considerable amount of time to grasp the mastery of the Quranic language and its verses as recited by Alaramma Yahuza Bauchi. With his oratory power and human imagination in understanding Islam, he convinced some of us to adopt the Sunni Islamic school of thought.

Sheikh Sudais, with his rare oratory Quranic recitation in Makkah, is today one of the living Quranic miracles; whenever he leads prayers in Masjid Al Haram, the entire Muslim world shivers in total submission to Allah Subhanahu wa Ta’ala. The very day I queued up behind Sudais during a lesser hajj, I felt fulfilled entirely by listening to his eloquent and convincing voice live and direct in Allah’s house, Ka’aba.

In the field of Christian respect for humanity and fair judgment within the Christian religion, the power of thinking beyond the margins emerged in King Najashi of the old Habasha dynasty. King Najashi was an epitome of hope, fairness, and equal treatment, ruling his dynasty in Ethiopia with genuine, not artificial, intelligence. One day, the Prophet of Islam sent his emissaries to King Najashi to seek refuge due to his profound compassion amidst religious discord in Mecca and Madina.

Nura Jibo, MRICS, wrote in from Ezdan Oasis, Al-Wakra, Qatar.

By Nusaiba Ibrahim

Media Awareness and Information for All Network (MAIN) in collaboration with the United Nations Educational, Scientific and Cultural Organisation (UNESCO) has conducted training for media managers, senior editors and content creators from the Northwest region on the Integration of Media and Information Literacy (MIL). The two-day event took place in Kano State from May 19 to 20, 2025.

In his welcoming address, the Chairman of MAIN, Prof. Jide Jomoh, Lagos State University, appreciated all the participants and guests for sparing time out of their busy schedules to attend the session. He also appreciated the support of the Kano State government. Some of the objectives of the training, he said, included ensuring that editorial policies are reviewed in line with the rise of technology and the emergence of AI, as well as strengthening the capacity of journalists with the skills needed to combat information disorder.

To declare the event open, Hon. Commissioner for Information and Internal Affairs in Kano State, Alhaji Ibrahim Waiya, expressed his gratitude on behalf of the Kano State government to MAIN and UNESCO for organising the event. He said the training comes at a time when journalism is facing challenges on issues brought by information disorder. He noted that the training will surely equip the participants with the practical skills they need, especially for national development.

Also speaking during the occasion, Adamu Salisu, the State Coordinator of NBC, Kano State, who represented the Zonal Coordinator, said there are indeed blurred gaps between content creators and journalists, which make activities quite uneasy for media managers today. He added that “Integrating MIL is not merely a theoretical exercise but a practical necessity.”

Notable presentations on the first day of the event were made by Dr. Ruqayyah Yusuf Aliyu of Bayero University Kano, who spoke on MIL in Journalism – Challenges and Prospects, and Dr. Helen T. Olojede, the Head of the Department of Philosophy at the National Open University, who discussed Media and Information Literacy Responses to Generative AI. The sessions presented participants with the opportunity to discuss contemporary issues surrounding information disorder, combating misinformation, using AI and technology ethically, and how MIL can be integrated into media practice for the benefit of the public.

Also, during the session, Ms. Yachat Nuhu, from the Communication and Information sector, UNESCO Abuja, gave an overview of the organisation’s work on media and information literacy. Additionally, Dr. Oluseyi Soremekun, the National Officer of the United Nations Information Centre (UNIC), discussed extensively the issues and competencies of understanding Media and Information Literacy.

The second day of the training was focused more on discussions and active participation from the attendees. Prof. Jimoh led a discussion on MIL and national development, reviewing the editorial policies of selected media organisations. Participants were later divided into groups for in-depth discussions, and thereafter, representatives from the groups presented on the key competencies needed to support the implementation of policies and strategies on MIL in their respective media organisations.

In their various remarks, the participants stated that the program has achieved its objectives to the tune of 80 per cent. Media practitioners from The Daily Reality, the Nigerian Union of Journalists, Katsina State Television, Abubakar Rimi Television, Freedom Radio Kano, Daily Trust and the Vanguard Newspaper, as well as Hausa_Fulanii, a notable northern Nigerian blogger, among many others, participated in the session.

Finally, the session concluded with the formation of the Nigeria MIL Media Executive Network, which will be chaired by Mr. Abba Zayyan, a seasoned media professional in Nigeria. The training will also be replicated in the other zones of the country, as that of the North West was the first.

Nusaiba Ibrahim Na’abba is a freelance journalist and communication specialist from Kano, Nigeria. She can be reached via nusaibaibrahim66@gmail.com.

By Hadiza Abdulkadir

The Presidency for Religious Affairs at the Grand Mosque and the Prophet’s Mosque has launched a groundbreaking digital enrichment project using artificial intelligence (AI) to teach and correct the recitation of Surah Al-Fatihah.

The initiative, inaugurated on Saturday, is part of broader efforts to enhance the experience of pilgrims and visitors at the Two Holy Mosques. 

It offers an advanced educational platform that allows users to enhance their recitation through AI-driven analysis, listen to model recitations from imams of the mosque, and explore translations of the surah in various languages.

According to the Presidency, this represents the pilot phase of the project, which is expected to expand in the future. The platform employs advanced algorithms to evaluate recitation in real-time, connecting traditional learning methods with modern technology.

As part of Saudi Arabia’s digital transformation strategy in religious education, the initiative aims to offer a seamless and enriching learning experience for visitors from around the world.

By Anas Abbas

In a strategic move to bolster its position in the artificial intelligence (AI) sector, China is set to launch dedicated AI courses in primary and secondary schools.

The initiative, announced by the Beijing Municipal Education Commission, will commence in the upcoming fall semester, starting September 1.

According to the announcement, schools in Beijing will offer a minimum of eight hours of AI instruction periodically.

These classes can be conducted as independent courses or integrated into existing subjects such as information technology and science.

The directive emphasizes the need for schools to develop comprehensive foundational courses that align with national curriculum standards while focusing on artificial intelligence education.

It encourages the exploration of localized AI curricula tailored for primary and secondary education. The document, outlines plans to create teaching guidelines and student learning materials that cater to the cognitive development of students at various educational stages.

It also highlights the importance of developing diverse and regularly updated resources to incorporate the latest advancements in technology and methodologies.

This educational initiative comes amid a growing rivalry between China and the United States in the AI domain, particularly following the release of DeepSeek’s new model, which competes directly with American counterparts.

Additionally, China’s government has committed to promoting the widespread application of large-scale AI models and advancing next-generation intelligent devices and manufacturing technologies.

Huai Jinpeng, China’s Minister of Education, has indicated that a comprehensive white paper on AI education is expected to be published by 2025.

By Nasiru Ibrahim

“The introduction of AI and automation is a double-edged sword: it holds immense potential for efficiency, but its consequences on job markets, especially in developing economies like Nigeria, need to be addressed through strategic workforce planning and skills development” (Bessen, 2019).

This article examines the positive and negative impacts of AI on the workforce, supported by economic theory and real-life examples from Nigeria.

Artificial intelligence is the direct opposite of human intelligence. It showcases the ability of machines, such as computers, to carry out tasks that require human intelligence. AI performs tasks such as writing, problem-solving, analyzing data trends, driving self-driving cars, harvesting fruits on farms, and other tasks traditionally performed by humans.

AI automation involves the use of artificial intelligence and technology to automate repetitive tasks that humans traditionally carry out in their daily lives. It enhances productivity, efficiency, and scalability, reduces production costs, and ensures round-the-clock availability for services such as banking.

AI depends on data to perform tasks and learns from humans through data annotation or labelling. This indicates that it cannot recognise images, interpret voices, or understand statements unless trained by humans. Generative AI like GPT–4 is transforming the labour market while influencing the demand and supply of labour in the overall economy. The automation of repetitive tasks in both skilled and unskilled jobs by companies has raised concerns about whether AI will harm or benefit the workforce. This debate has led to the application of traditional economic theory to explore and explain the economic effects of AI.

Economic Theory on AI

Austrian Economist Joseph Schumpeter’s theory of creative destruction explains how new technology and innovation reshape economies by replacing old jobs and technologies with new ones. This theory supports the argument that AI can create new industries, jobs, and opportunities, as seen in Nigeria’s growing tech sector, which includes Fintech, E-learning, E-commerce, and Agritech. Below, we explain these theories with examples from across Nigeria.

Firstly, in Fintech in Lagos, companies like Flutterwave and Paystack now employ AI engineers and data scientists to develop fraud detection systems and personalised banking tools.

Secondly, in E-learning in Abuja, platforms like Ulesson use AI for tailored learning experiences, creating roles like app developers and AI trainers.

Thirdly, in E-commerce in cities like Lagos and Kano, Jumia and Konga use AI for supply chain optimisation and chatbots, fostering jobs in logistics tech and digital marketing.

Fourthly, in Agritech in Kaduna, Thrive Agric employs AI for farm monitoring and analytics, generating demand for data analysts and field specialists.

Human Capital Theory

Human Capital Theory, developed by Gary Becker and Theodore Schultz, emphasises the importance of education and skills in economic productivity. In Nigeria, the demand for human capital has increased in sectors such as machine learning, data annotation, and AI development. The rise of AI has fostered a need for expertise in areas like data science and machine learning. Initiatives like Data Science Nigeria are aiding individuals in acquiring these skills, enhancing their employability and contributing to the nation’s economy. This aligns with Human Capital Theory, which asserts that investing in education and skills enhances productivity.

Pareto Optimality

AI has the potential to increase productivity and efficiency in Nigeria’s economy without worsening the condition of any particular group, achieving Pareto optimality. AI in Nigerian healthcare, such as AI tools for diagnosing diseases, is helping both patients and doctors. These tools make diagnoses faster and more accurate, improving care without harming anyone. This is an example of Pareto Optimality, where everyone benefits without undermining the benefit of anyone.

Dr. G. Yoganandham (2024), Professor & Head of the Department of Economics, in his paper titled Impact of Artificial Intelligence (AI) on the Economy, Politics, Ecosystem, Innovation, and Promoting Inclusive Workforce Frameworks (2024), stated:

“The global economy could benefit by $13 trillion from artificial intelligence by 2030, although 375 million jobs may be displaced. The workplace is one of many areas where AI will bring a revolutionary impact. It can streamline processes, reduce costs, and enhance decision-making. AI can also improve customer satisfaction by analysing data for predictive analytics, reducing accidents in construction and manufacturing, and creating new employment opportunities in data science, machine learning, and AI education.

However, workplace AI raises ethical concerns about racial bias, privacy, security, and democracy. While some argue it may lead to robotic employment, there is ongoing debate about its potential to foster innovative work, create new career paths, and improve judgment.”

From the above theories, it can be deduced that on the one hand, AI, ceteris paribus, could have a positive effect on the expanding workforce in Nigeria, in terms of:

Firstly, AI fosters the creation of new jobs and opportunities. It fosters the emergence of new industries and job roles, particularly in data science, big data technology, AI engineering, and cybersecurity. Companies like Data Science Nigeria (DSN) are equipping Nigerians with skills in data analytics and machine learning, creating employment opportunities in the tech industry.

Secondly, AI enhances productivity and efficiency. It reduces production costs and streamlines processes, enabling businesses to operate more efficiently. In agriculture, Hello Tractor uses AI to connect smallholder farmers with tractor owners, increasing farming efficiency and reducing costs.

Thirdly, improving demand forecasting and profitability. AI tools optimise supply chain management and demand forecasting, leading to increased profitability for businesses. Jumia, Nigeria’s leading e-commerce platform, employs AI algorithms to predict customer preferences, enhance inventory management, and boost sales.

Fourthly, upskilling the workforce. AI encourages the development of skills that align with technological advancements, offering workers better career prospects.

On the other hand, AI could have a negative impact on the workforce in Nigeria, in terms of:

Firstly, job displacement due to the automation of repetitive tasks can affect low-skilled workers, particularly in the manufacturing and service sectors. In Nigeria’s financial sector, banks such as GTBank have adopted AI-powered chatbots (e.g., Habari), thereby decreasing the need for human customer service representatives.

Secondly, bias in hiring and decision-making. AI systems trained on biased data can create discrimination, particularly in hiring processes.

Thirdly, ethical and privacy concerns. AI-driven technologies often raise privacy, security, and data misuse issues.

Fourthly, there is limited access to AI resources. Many Nigerians, particularly in rural areas, lack access to the infrastructure and education required to benefit from AI advancements. For example, I live in Gwiwa Local Government Area, Jigawa State, but the entire local government lacks basic ICT facilities, let alone advanced technological resources that would help people understand artificial intelligence.

While AI promises to increase efficiency and productivity in various sectors in Nigeria, such as agriculture, the question remains: Will the benefits outweigh the job losses, particularly in a country with high unemployment and underemployment?

In Northern Nigeria, where more than 50% of the population is engaged in agriculture, a phased approach is urgently needed. Before AI can be widely adopted, attention should be directed towards improving mechanised farming techniques to enhance food security and tackle inflation. 

Given the shortage of skilled labour prepared to use AI in agriculture, it is essential to prioritise education and training, followed by the mechanisation of farming practices. This would ensure that the workforce is adequately prepared to embrace AI when it is introduced. AI has the potential to boost agricultural productivity by facilitating the timely harvest of crops and minimising the risk of poor yields.

The lack of education in Northern Nigeria exacerbates these challenges. According to the World Bank, the literacy rate in Nigeria stands at approximately 31%, with the Northern region experiencing a significantly higher illiteracy rate. This deficit in educational access has fostered a profound sense of frustration, as many individuals find it difficult to survive amid escalating economic hardships.

People in these regions often face unmet needs, yet politicians offer solutions that don’t address the core issues. This disconnect between the people’s needs and the actions of those in power further deepens the divide and hinders progress. Many feel that immediate economic policies, such as harsh taxation and subsidy removals, are prioritised over long-term, sustainable solutions. There is an urgent need for more inclusive and sustainable economic policies that address the technological transformation driven by AI and tackle the underlying social inequalities.

While AI adoption in agriculture has the potential to boost productivity and reduce costs, the key to its successful integration lies in addressing the fundamental issues of illiteracy, poor governance, and lack of infrastructure, particularly in the Northern regions. Only through a concerted effort to improve education, promote mechanised farming, and gradually introduce AI can Nigeria hope to mitigate the potential displacement of jobs while reaping the benefits of technology.

Ibrahim is a graduate of the Department of Economics from Bayero University, Kano, and writes from Jigawa.

By Maryam Ahmad

The Italian government has blocked the Chinese AI app DeepSeek due to concerns about data privacy. Garante, the country’s data protection authority, stated that the app failed to provide sufficient details on how it collects and stores user data, raising security risks.

As a result, DeepSeek has been removed from app stores in Italy but remains available in other countries. This move highlights growing global concerns about AI applications and data protection.

With AI adoption increasing in Nigeria, this development raises questions about how such apps handle user data and the need for stronger regulations to protect personal information.

By Mohammed Usman

Recently, the world has welcomed the advent of a rich, sophisticated, and yet unprecedented technological breakthrough with the potential to reshape the tapestry of human life. This breakthrough is referred to as “artificial intelligence” or simply “AI.” AI means the ability of a computer program to mimic the capability of the human brain. 

Artificial intelligence, more than it was initially envisaged, has proliferated acceptance in almost all realms of life. Because, in a very short period, it has proven itself to be the tool for metamorphosing and mushrooming productivity, efficiency and effectiveness that no human beings would have ever dreamed of. 

However, this breakthrough has recently been a heated debate among experts in various sectors of life, especially academia. Though the debate does not seem to conclude the horizon because of the weight each party has been proving in favour of its side, none can deny that this AI does not solely mimic the human brain’s capability. Still, it has made it evident that there is additional potential to do away with it.

Technology has made many people, especially youth, weak and reluctant to use their brains to think and be productive as long as this Al is at their disposal. They distrust the effectuality of their brains so long as they seek access to AI and find it. This is not only a challenge to the potentiality of youth but also to future generations at large.

A time can come, and God forbid, when people can be likened to pieces of objects that cannot do any simple task for themselves without the help of this Al. Deep and critical thinking, as well as cognitive capacity, will flutter away from those people. 

Hence, the need for members of any given society, especially the youth, to limit the use of this technology can never be overemphasised. It must always be handled with care and suspicion since it has come to stay and co-evolve with them.

Governments at all levels must develop policies, rules, and regulations that govern the use of this technology, be it shadow, put it under control, and ensure that it does not damage its citizens in any way. 

Mohammed Usman (Noble-Pen) wrote via mohammedusman5706@gmail.com.

By Najeeb G. Abdulhamid, PhD

I was recently working on a document about the ethical and responsible use of generative AI in academic research. It struck me that I hadn’t explored the potential of this technology for students themselves. So, I’ve compiled 5 potential uses cases for generative AI that can enhance learning while promoting responsible and ethical practices.

1. Leveraging Generative AI for Peer Feedback

One of the benefits of generative AI is that it can provide feedback on your work. Whether you are writing an essay, preparing a presentation, or working on a project, you can use tools like Bing Copilot, ChatGPT, Google Gemini, and Claude.AI to get comments on your draft. These tools can identify your strengths and weaknesses, suggest improvements, and ask insightful questions. This can help you polish your work and learn from your mistakes.

However, you should always verify and cite the feedback generated by these tools. Do not blindly accept or copy their suggestions without checking their accuracy and relevance.

2. Using Generative AI as a Personal Tutor

Another way to use generative AI is to get personalized tutoring. You can use these tools to review course materials, prepare for exams, and explore new topics. For example, you can use these tools to generate summaries, outlines, or flashcards from textbooks, lectures, or slides. You can also request practice questions, hints, and solutions tailored to your specific course and difficulty level. Additionally, you can use these tools to generate summaries, analyses, and insights based on your research questions and sources, allowing you to explore new areas of your field.

However, you should not use these tools as a substitute for your instructor, textbook, or classmate. You should still attend classes, do your readings, and participate in discussions.

3. Using Generative AI as a Source of Inspiration

Generative AI can also spark your creativity and self-discovery. You can use these tools to generate new ideas or content related to your interests, like stories, poems, music, images, recipes, or travel guides. This can help you discover hidden talents and passions, broaden your perspectives, and uncover new possibilities.

However, you should not use these tools to plagiarize or copy the work of others. You should always give credit to the original sources and the generative AI tools you used.

4. Using Generative AI as a Copilot to Conduct Research

Generative AI can also assist you in conducting research. You can use these tools for brainstorming and ideation, summarizing relevant literature, and exploring research questions, methods, findings, limitations, and recommendations.

Additionally, these tools can help you refine your language and address potential grammar or clarity issues in your draft papers. This can help you conduct research more efficiently, communicate your findings with greater clarity, and effectively convey the significance of your work.

However, you should not use these tools to fabricate or falsify data, code, or results, or to misrepresent or exaggerate your findings and implications. Always follow the ethical and responsible principles and practices of research, such as transparency, accountability, fairness, and privacy.

5. Leveraging Generative AI to Build Stronger Teams

With the rise of project-based learning, fostering effective teamwork is crucial. Generative AI tools can help you generate suggestions and tips for successful collaboration, such as strategies for setting roles and responsibilities, managing conflict, and resolving issues. These tools can also generate project plans outlining tasks, deadlines, and deliverables.

Additionally, they can create templates that prompt you to define roles, goals, communication methods, and feedback mechanisms. This can help you develop interpersonal, leadership, and problem-solving skills, ultimately improving team productivity and satisfaction.

However, you should not use these tools to replace or undermine the human element and the social aspect of teamwork and collaboration.

A Word of Caution: Responsible Use is Key!

While these applications hold great promise, it’s crucial for students to check with their faculty and consult their academic integrity handbook first. If specific policy guidelines aren’t established, here are some golden rules for responsible and ethical use of generative AI tools:

• Verify all information: As the user, you are ultimately responsible for ensuring the accuracy, relevance, and appropriateness of your work. Do not blindly accept AI-generated content without thorough verification.

• Cite your sources accurately: This includes both the original sources you used in your work and the generative AI tools you employed.

• Beware of fabricated information: Generative AI tools can sometimes invent references and information. Always verify any suspicious content before including it in your work.

By employing these tools thoughtfully and ethically, students can enhance their learning experience, boost creativity, and cultivate essential skills for academic and professional success. P.S:

To make this article more useful, I created some sample prompts for each of the five use cases I discussed above. You can use them to try out generative AI tools for yourself. Just follow this link t.ly/R5gPT to access the prompt library!

Image and poster credit: #generatedwithbingcopilot

By Haruna Chiroma, PhD

Internationally, nations across the globe are actively exploring the potential of artificial intelligence (AI) to address real-world societal challenges spanning diverse sectors of their economies. Nigeria, too, is actively addressing its economic challenges by seeking solutions from various perspectives. In light of the significant role played by Small and Medium Enterprises (SMEs) in propelling the real sector of the economy, a dedicated agency, the SMEs Development Agency of Nigeria (SMEDAN), was established. SMEDAN aims to promote, regulate, and implement measures to sustain and enhance the performance of SMEs. In today’s dynamic business landscape, integrating AI tools has become essential for SMEs looking to achieve sustainable growth and gain a competitive edge.

This article provides a guide exploring how strategically employing AI tools can enhance various aspects of SME operations, considering the specific economic context and challenges SMEs face in Nigeria. The success and growth of SMEs have been demonstrated to hinge significantly on the innovations they introduce to enhance their products, services, or marketing strategies.

Research has consistently revealed that SMEs incorporating new innovations tend to achieve higher success levels than those that do not. SMEs can use cutting-edge AI tools to infuse innovation into their products, services, and marketing approaches. AI is replacing traditional roles and transforming the conventional methods of performing tasks, thereby creating novel opportunities within the economic landscape.

From a marketing perspective, entrepreneurs now have access to AI tools that streamline the process of creating compelling jingles for advertising products or services. This innovative AI tool simplifies the user experience by prompting them to input the text of the advertisement. Once initiated, the tool automatically generates a captivating and engaging video. Users can choose from various ready-made templates, voices, and gestures to customize the video to their preferences.

Additionally, the tool comes equipped with video editing features, enabling users to fine-tune the video to match their requirements precisely. To overcome language barriers and reach a broader audience, another valuable AI tool for video translation is available. This tool allows users to translate their videos into different languages, expanding their reach to a larger and more diverse pool of potential customers. Together, these AI tools empower entrepreneurs in the marketing realm, providing them with efficient solutions for creating and translating engaging promotional content.

Seamless, an AI-powered platform, caters to the sales and marketing needs of both business-to-business and business-to-customer interactions, facilitating a broader reach for businesses. This innovative platform ensures the acquisition of precise customer email addresses, phone numbers, and direct dials, thereby enhancing the promotion of products and services for SMEs. By enabling businesses to connect with a diverse customer base, Seamless contributes to increased sales and fosters collaborations among various entities in the business landscape. 

In product design, AI brings innovation by offering tools that streamline the design process, enhance creativity, and optimize product performance. From the perspective of design, a new design of a product or packaging can be generated using an AI tool. An AI tool for generating design from the textual description is available; a user will write the text description of the design and prompt the AI tool, and a new design based on the description will automatically be generated. On the other hand, an existing design can be uploaded to the AI tool, and then, automatically, it will be redesigned.

Users can generate as many designs as possible for the best-redesigned item or product. Generative design AI aids in product design by generating multiple iterations based on specified parameters. This enables SMEs to explore diverse design possibilities, optimizing for factors such as cost, materials, and performance. A business logo is significant in business as it gives the first impression to the customers when interacting with the products or services of the SMEs. An appealing business logo can be designed with the AI tool for generating design.    

Many excellent products and services offered by SMEs and startups in Nigeria often lack online visibility, relying primarily on WhatsApp status updates to reach their contacts. This limited visibility poses a challenge, with many SMEs hesitating to invest in costly website or e-commerce development because of restricted funds. Fortunately, a solution has emerged for such SME owners in the form of an AI tool that automatically generates e-commerce sites. This tool provides a variety of pre-designed templates for e-commerce sites, simplifying the process for users. By selecting a desired template and filling in essential information such as product details, business location, and payment methods, users can proceed through the steps until the final page.

Upon clicking “generate,” the e-commerce site is automatically created. Following this, users can download and host the site, making it live online. This straightforward process allows SMEs to easily establish an online presence, overcoming the challenges associated with traditional website development costs.

Chatbots like Generative Pre-trained Transformers (GPT) can seamlessly integrate into SMEs’ e-commerce websites or social media platforms specifically designed for business promotion. The incorporation of GPT enhances interaction with potential customers by providing virtual assistance.

SMEs can implement virtual assistants on their websites or social media platforms to actively engage customers, respond to product or service inquiries, guide customers through the sales process, provide support, and ultimately enhance overall customer satisfaction. By embedding chatbots within SMEs’ e-commerce sites, these tools can efficiently process orders and offer real-time assistance. This integration ensures a seamless and responsive e-commerce experience for customers, contributing to the overall effectiveness of SMEs’ online presence.

I trust that this article serves as a source of inspiration for many SMEs and startup owners. I hope that it encourages them to explore these strategies to enhance their business ventures and, in turn, expand their operations. By doing so, these entrepreneurs can create additional employment opportunities, fostering increased business activity within the real sector of Nigeria’s economy.   

Haruna Chiroma is a professor of artificial intelligence at the University of Hafr Al Batin, Saudi Arabia. He can be reached via freedonchi@yahoo.com.

By Ismail Ismail Tijjani

Large Language model (LLM) is a subset of Generative AI that focuses on generating human-like text based on the input it receives. Evidence shows how good it is in generating creative text formats, like poems, code, scripts, musical pieces, emails, letters, etc. Chatgpt plays a significant role in bringing LLMs to wider public attention, though it wasn’t the first one. I will use Chatgpt throughout this article because of its popularity, though there are other popular ones like Gemini, Bard.AI, LaMDA and much more.

Let me provide a very simple description of how ChatGPT works. Just imagine you enter a library and ask the librarian a question. The librarian will first try to understand your question and then scan the shelves, looking for books they think might contain your specific answer. Using their records and expertise, they connect related stories from different books and give you the best possible answer. This is what ChatGPT does in a few seconds.

ChatGPT underwent training using an extensive and diverse internet dataset, which covered a wide spectrum of content ranging from different subjects, styles, and perspectives. Its core skill lies in tranformer architecture, a neural network which is primarily designed for language processing to encode an input text, analyze its structure and meaning, and decode it to produce an output by predicting the most likely next word in a sequence.

Certainly, the introduction of new technologies often sparks heated debates. Critics often strive to oppose and even reverse these advancements. However, their efforts typically falter in the end. Some critics may genuinely misunderstand the technology, while others, perhaps a majority, are driven by the pursuit of publicity rather than accurate assessment.

ChatGPT wasn’t an exception. When it was launched in October 2022, some people argued that it would make students lazy, lead to job loss for editors, result in high plagiarism, breach copyrights, steal people’s data, exhibit sentiment, intentional bias, spread disinformation, create deep fakes, and much more. We will discuss some of these concerns below. Some of the allegations are true and have already been addressed, while others are false.

ChatGPT lacks the ability to discern whether information is biased, disinformation or false. It operates based on its programmed structure and produces results accordingly. OpenAI, the creator of ChatGPT, has taken measures to enhance the model. Although the technical details haven’t been disclosed, it likely involves implementing guardrails and filtering mechanisms to address accusations of misinformation, bias, falsehood and more.

For students and researchers, ChatGPT will serve just like an advanced internet search engine that will generate output after going into multiple webpages, saving time and stress hopping between sites. It will in no way make students lazy, However, some concerns related to students’ use will be discussed in a later article.

Its ability to remember previous prompts, though impressive, doesn’t imply sentience. It’s merely a clever technique within its architecture. This raises separate questions about the path to achieving true artificial general intelligence (AGI), discussed in my previous article. It is only a technique in tranformer that makes it capture it.

The impact of ChatGPT on jobs is a complex and nuanced issue with both potential downsides and upsides. While some job losses are inevitable, they will likely be offset by the creation of new ones. Adapting to this changing landscape through education, reskilling and responsible policymaking is key to ensuring a future where AI benefits everyone.

Despite the evident improvements seen since ChatGPT’s initial release, OpenAI must continue to dedicate significant resources to refining its model. This is crucial not only to mitigate legal risks but also to enhance its accuracy and reliability for responsible public use. While striving for absolute perfection is unrealistic, reaching a consistently high level of trustworthiness should be a priority. Additionally, users must be mindful of the model’s limitations and exercise critical judgment, fact-checking, and verification before relying on its output.

AI is here for good. Innovation often sparks a variety of perspectives, and AI is not an exception. Some people believe that AI has the potential to solve some of the world’s most pressing problems, such as poverty, hunger, climate change, corruption and disease. Others are concerned about the potential for misuse, such as the development of autonomous weapons systems or the use of AI to manipulate people.

AI is not like any other innovation we have seen before in the history of humankind. It is among the most powerful of all, and it is likely to be among the last innovation that we ever need.

AI is already making significant positive impacts in various industries, such as healthcare, finance, retail, manufacturing and many others. Of course, like any industry, there may be individuals with malicious intent in the AI sector who are willing to exploit it for negative purposes. For example, I recently came across a women-uncovering app with high precision that raised concerns. However, the actions of these individuals should not lead to the shutdown of the entire industry.

We don’t shut down the arms and weapons industry because of terrorists, the financial industry because of fraud, the biotechnology industry because of bioweapons or social media because of misinformation and hate speech. Instead, we regulate them by establishing governing bodies to oversee their operations and foster collaboration between top companies, stakeholders, researchers and the government to develop effective solutions. This approach will also be applied to AI.

Our primary focus should be on humanity. It is crucial for everyone to actively participate and collaborate in order to develop effective solutions that will propel us and the industry forward as a unified whole.

Path to Artificial General Intelligence (AGI) 1: the year 2023 stood out as an exceptional period in the AI industry, marking a significant moment when the masses truly connect with the essence of AI.

AI has been around for years, primarily utilized in backend functions like relevance ranking, personalization, spam detection, and more. ChatGPT was the remarkable innovation that astonished the world, revealing the true potential of AI. While it may not have surprised researchers who had already witnessed AI capabilities in the lab, its impact on a broader audience is undeniable to the extent that many non technical individuals use the words AI and ChatGPT interchangeably, thinking its same thing.

Other notable innovations in 2023 include Hugging Face, Google Bard, Capcutand many others, all these are great innovations we have seen in 2023.

Are these innovations clearing a path to Artificial General Intelligence (AGI), which informally means machines reaching human-level intelligence? This question remains unclear to researchers, as there are two camps with differing opinions on the matter. Some believe AGI is imminent, while others hold a more skeptical view.

Yann LeCun the chief AI scientist in Meta is among those with skeptical perspective, he believes that Language models like ChatGPT that people are using as an evidence that AGI is imminent are not as smart as a cat which is the truth and believes it will happen in decades or even a century — a point of view that I share.

For machines to achieve true intelligence, they must possess both cognitive and metacognitive abilities. While significant advancements have been made in cognitive AI, bridging the gap to metacognitive intelligence remains the key barrier. Researchers are diligently seeking solutions to overcome this challenge. For machines to be metacognitive intelligent, which necessitates the ability to sense the environment and effectively process and interpret sensory signals. Our discussion was focused on the process of it being intelligent alone, not as intelligent as a human being, which is the AGI. This clearly shows that we are nowhere near AGI.

The timeline of AGI is not only a matter of time but rather depends on the speedy research and innovation advancement. Improvement in advanced neural networks, symbolic reasoning, embodied cognition, unsupervised, and reinforcement learning will make a great impact in clearing the path to AGI.

The path to AGI is not a solitary trek for AI researchers. It demands a symphony of minds, where scientists, physiologists, engineers and other researchers from diverse fields join hands in a grand collaborative effort. Only through their combined expertise and tireless dedication can we hope to unlock the secrets of true machine intelligence.