(4) Which Elements of the Asian Development Experience Can Be Adapted to African Conditions, and Which Cannot?

 

Which Elements of the Asian Development Experience Can Be Adapted to African Conditions, and Which Cannot?

THE DEVELOPMENT MODEL | AFRICA'S INDUSTRIAL FUTURE

The central question

Can Africa reproduce the industrialisation successes of Japan, South Korea, Taiwan, Singapore and China?

The answer requires more than studying what these countries achieved. It requires understanding why their strategies worked, the historical circumstances that supported them, and the conditions that made certain policies effective.

Africa faces a different combination of challenges:

• Fifty-four internationally recognised countries with different economic structures and institutions.

• Fragmented markets and uneven regional integration.

• Infrastructure and electricity constraints.

• Dependence on raw-material exports.

• Limited access to affordable long-term industrial finance.

• High youth unemployment and skills mismatches.

• Exposure to international debt and currency pressures.

• Different political, institutional and geopolitical conditions.

But Africa also has advantages: natural resources, a young population, agricultural potential, renewable energy opportunities, expanding consumer markets and the potential of the African Continental Free Trade Area.

The central argument is that Africa should adapt Asia's industrialisation principles, not copy its historical development model.

The distinction is crucial.

1. What Africa can realistically learn from Japan

Japan's most transferable lesson is the development of industrial competence.

Japan did not become technologically competitive simply by purchasing foreign machinery. It developed domestic engineering, production quality, research, management capabilities and manufacturing expertise.

What Africa can adapt:

• Establish specialised engineering and technical institutions.

• Encourage domestic manufacturing companies to learn from international technology.

• Invest in machinery maintenance, repair and component production.

• Develop industrial quality-control systems.

• Build long-term relationships between universities and manufacturers.

• Encourage continuous productivity improvements.

For example, an African country importing agricultural machinery should not stop at purchasing tractors and harvesters.

It should progressively develop the capacity to maintain, repair, assemble and eventually manufacture parts of that equipment.

What cannot simply be copied:

Japan's post-war industrial reconstruction occurred under exceptional circumstances, including American security support, access to international markets and a favourable period of global industrial expansion.

African countries cannot assume the same geopolitical and commercial environment.

African application: Build engineering and manufacturing ecosystems around industries where individual countries or regional markets have genuine advantages.

What Africa can learn from South Korea

South Korea demonstrated how government coordination and private enterprise can work together to accelerate industrialisation.

Its government supported selected companies and industries, while export performance helped measure their competitiveness.

What Africa can adapt:

• Identify priority industries based on evidence.

• Support promising domestic manufacturers through financing and infrastructure.

• Link incentives to measurable results.

• Encourage businesses to compete internationally.

• Develop industrial research and technical education.

• Build companies capable of operating across African markets.

A particularly important lesson is that government support should not become permanent entitlement.

A company receiving public assistance should demonstrate improvements in productivity, employment, technological capability and export performance.

What cannot simply be copied:

South Korea's development relied heavily on a highly centralised state, concentrated industrial corporations, particular historical labour arrangements and geopolitical circumstances.

Simply creating large African conglomerates or politically connected industrial groups would not reproduce the Korean experience.

It could instead create monopolies, corruption and economic dependency.

African application: Support competitive African industrial champions, but make support conditional, transparent and subject to independent performance evaluation.

What Africa can learn from Taiwan

Taiwan offers an especially relevant lesson: technological specialisation.

Africa does not need every country to become a semiconductor manufacturer. It needs countries and regional partnerships capable of mastering specific technologies and building competitive industrial ecosystems.

What Africa can adapt:

• Establish industrial technology research institutes.

• Connect universities with commercial manufacturing.

• Develop specialised industrial parks.

• Support small and medium-sized manufacturers.

• Encourage technology partnerships with foreign companies.

• Develop domestic suppliers rather than relying entirely on imported components.

• Invest in electronics, agricultural machinery, medical equipment and industrial automation.

For example, Nigeria, Ghana, Kenya and South Africa could develop complementary electronics and technology-manufacturing capabilities.

A regional approach could be more commercially viable than four separate attempts to build complete semiconductor industries.

What cannot simply be copied:

Taiwan's industrial development benefited from particular historical circumstances, land reform, American economic and security relationships, access to international markets and a concentrated institutional commitment to technology.

Its semiconductor position also took decades of investment, learning and specialised industrial development.

Africa cannot manufacture its way into an advanced semiconductor industry overnight.

African application: Identify realistic technological entry points and progressively move towards more sophisticated production.

4. What Africa can learn from Singapore

Singapore's most transferable lesson is its approach to infrastructure, investment promotion and administrative efficiency.

Africa has several landlocked countries, expensive transport corridors, inefficient border processes and unreliable electricity in many industrial locations.

These problems increase production costs before manufacturers even begin competing internationally.

What Africa can adapt:

• Establish competent investment-promotion agencies.

• Develop industrial zones connected to reliable electricity, ports and transport.

• Simplify business registration and customs procedures.

• Develop technical training linked to actual employer requirements.

• Improve contract enforcement and regulatory predictability.

• Connect industrial investment with logistics and export infrastructure.

A country such as Rwanda, Ethiopia, Zambia or Uganda could benefit from carefully planned industrial corridors connected to neighbouring markets and ports.

What cannot simply be copied:

Singapore is a compact city-state with a strategic maritime location, a relatively small population and distinctive institutional arrangements.

Its centralised administrative model cannot simply be imposed across large, diverse African countries.

Nor can every African country become an international financial and logistics hub.

African application: Build specialised economic corridors and regional logistics centres around existing commercial strengths.

What Africa can learn from China

China offers important lessons in industrial scale, infrastructure development, gradual reform and the creation of interconnected supply chains.

What Africa can adapt:

1. Experiment with carefully designed special economic zones.

2. Develop domestic suppliers around major foreign manufacturers.

3. Combine private investment with strategic public infrastructure.

4. Use technology partnerships to develop domestic capabilities.

5. Encourage competition between industrial regions.

6. Build integrated production networks.

7. Develop large markets through regional trade integration.

One particularly important lesson is that attracting a foreign factory is not the same as building a domestic industrial economy.

Suppose a Chinese company establishes an electric vehicle assembly plant in Africa.

The immediate benefits might include employment, investment and vehicle production.

But the longer-term development question is whether African businesses can eventually supply batteries, wiring, electronic components, tyres, glass, software, maintenance and engineering services.

That is how an assembly operation can become the foundation of a broader industrial ecosystem.

What cannot simply be copied:

China's model depended on an exceptionally large domestic market, a particular political and administrative system, extensive infrastructure mobilisation, substantial domestic savings and decades of industrial expansion.

African countries have different political institutions, land arrangements, financial capabilities and market sizes.

China's scale is not readily reproducible at the national level in most African countries.

African application: Use AfCFTA and regional economic communities to create larger production markets and interconnected supply chains.

The comparison: What can be adapted and what cannot?

This is the central comparative assessment.

Asian development instrument	Adaptability to Africa	Important qualification
Strategic industrial policy	High	Requires competent institutions
Technical education	High	Must match industrial demand
Export orientation	High	Requires competitive production
Technology transfer	High	Must include domestic learning
Industrial parks	High	Infrastructure must actually function
Performance-based subsidies	Conditional	Requires transparency and enforcement
Large national conglomerates	Conditional	Risks monopoly and political capture
State-directed credit	Conditional	Requires sound financial governance
Land reform	Context-dependent	Must respect different land-tenure systems
Centralised political control	Not transferable as a formula	Political institutions and rights differ
China's national industrial scale	Not directly transferable	African markets require regional integration
Singapore's city-state administration	Not directly transferable	Geography and administrative scale differ

The distinction between transferable economic principles and historically specific political arrangements is important.

Research on developmental states identifies bureaucratic competence, relationships between governments and businesses, and the ability to prevent political capture as central institutional conditions.

Africa's biggest obstacle may be institutional capacity, not the absence of industrial policy

This deserves particular attention.

African governments have announced industrialisation strategies for decades. The difficulty is often the gap between policy announcements and sustained implementation.

Consider the difference between two governments.

Government A:

• Announces an automobile industry.

• Offers tax incentives.

• Allocates land.

• Attracts an international manufacturer.

• Declares an industrial success.

Government B:

• Establishes an automobile industry strategy.

• Attracts manufacturers.

• Develops domestic component suppliers.

• Trains engineers and technicians.

• Establishes quality standards.

• Measures local value addition.

• Tracks productivity and export performance.

• Withdraws support when businesses consistently fail to meet agreed conditions.

The second approach treats industrial policy as a long-term performance contract rather than a political announcement.

Research on African state capability highlights this difficulty: industrial policy is more promising where governments can coordinate effectively, enforce conditions and maintain institutions that are sufficiently independent of private political interests. It also suggests that countries can develop specialised areas of institutional effectiveness rather than waiting for every government institution to become equally capable.

This suggests a practical strategy: build islands of industrial excellence first, then expand their institutional and economic benefits.

For example, a country might initially establish a highly competent industrial development agency, a reliable electricity corridor, a functioning export-processing zone and a specialised technical university.

These can become foundations for broader transformation.

The African conditions that require a different strategy

Africa should not simply ask how to reproduce Asian industrialisation. It should ask how to adapt industrialisation to its own economic geography.

There are six particularly important differences.

A. The continental market

China could develop enormous domestic production networks within one national market.

Africa is divided into multiple national economies, regulatory systems, currencies and customs arrangements.

The solution is deeper regional integration.

The African Continental Free Trade Area is important because it can help businesses manufacture in one country, source components from another and sell across the continent.

The UN Economic Commission for Africa has identified industrialisation, regional value chains and AfCFTA as interconnected opportunities for African economic transformation.

B. Electricity and energy security

Manufacturing requires dependable electricity.

African countries need to combine national grids, regional electricity interconnections, renewable energy, gas where appropriate, storage and industrial power infrastructure.

An industrial park without dependable electricity is not a competitive industrial park.

C. Agriculture must become part of industrialisation

Asia's experience demonstrates the importance of agricultural productivity and its connection to industrial transformation.

Africa should develop food-processing industries, fertiliser production, agricultural machinery, cold-chain logistics, packaging and storage.

Industrialisation should not be understood as abandoning agriculture. It should mean transforming agriculture into a more productive commercial and technological sector.

D. Africa must address its financing constraints

Industrialisation requires long-term capital.

African businesses frequently face expensive borrowing, currency volatility, limited access to industrial finance and debt-constrained governments.

Africa needs stronger development finance institutions, pension investment channels, local capital markets and carefully governed industrial financing mechanisms.

E. Africa's youth population changes the industrial equation

Africa has an opportunity to connect its growing workforce to manufacturing, engineering, digital industries and technical services.

But a demographic advantage is not automatic.

Without productive employment, education and investment, a growing workforce can become a source of unemployment and economic pressure.

F. Climate and energy transition

Africa has an opportunity to participate in industries associated with renewable energy, critical minerals, battery materials, electric mobility and climate-resilient agriculture.

But exporting lithium, cobalt, copper and other minerals without developing more processing and manufacturing capabilities would leave much of the potential value elsewhere.

UNIDO's Industrial Development Report 2026 identifies infrastructure, institutional effectiveness, technical skills, research, financing and export diversification as important industrialisation enablers, with significant gaps across African income groups.

A practical African industrialisation framework

Rather than attempting to reproduce five different Asian economies, Africa could develop a framework around seven priorities.

Seven pillars of an African development strategy

1. Reliable infrastructure

   Electricity, transport, ports, digital networks, water and industrial corridors.

2. Strategic industrial priorities

   Identify industries with genuine domestic, regional and international demand.

3. Technical and scientific education

   Build engineering, manufacturing, research, vocational and digital skills.

4. Domestic enterprise development

   Build competitive African manufacturers, suppliers and technology companies.

5. Technology acquisition and ownership

   Negotiate technology transfer, develop research capacity and progressively increase local intellectual property.

6. Regional market integration

   Use AfCFTA to expand industrial markets and develop cross-border production networks.

7. Accountable developmental institutions

   Connect government support to measurable productivity, employment, investment and export outcomes.

What could this look like in practice?

Consider five potential regional industrial development opportunities.

Regional opportunity	Possible industrial focus
West Africa	Agro-processing, pharmaceuticals, petrochemicals, machinery and automotive components
East Africa	Agricultural technology, electronics, pharmaceuticals, textiles and logistics
Southern Africa	Automotive manufacturing, mining equipment, chemicals and advanced engineering
North Africa	Automotive components, renewable energy, fertilisers and industrial exports
Central Africa	Mineral processing, timber transformation, energy-intensive industries and logistics

These are illustrative opportunities, not fixed national assignments. Their viability depends on electricity, skills, infrastructure, financing, market demand and regional cooperation.

Final assessment: Adapt the principles, not the historical circumstances

There are three conclusions worth separating.

First: Africa can adapt many of Asia's economic instruments: industrial policy, technical education, export discipline, technology acquisition, specialised research institutions, infrastructure development and strategic coordination between government and business.

Second: Africa cannot simply reproduce the historical circumstances that enabled Asian industrialisation: the geopolitical environment, particular political systems, land arrangements, concentrated national markets, international trade conditions and institutional structures.

Third: Africa must develop its own institutional capacity to implement and monitor industrial policies. Without that capacity, even well-designed economic strategies can become vehicles for corruption, protectionism and political patronage.

The objective should not be to create an African copy of China, Japan or South Korea.

It should be to develop competitive African economies that learn from those countries while addressing Africa's own demographic, institutional, geographical and economic realities.

THE BIG QUESTION-

Can Africa build a development model that combines Asian industrial discipline, African economic realities, technological innovation and democratic accountability?

The real test is whether Africa can move from being a supplier of resources and a consumer of imported technology to becoming an owner, producer and exporter of technology, industrial goods and intellectual property.

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THE INDUSTRIALISATION OF CRIME: HOW CRIMINALS ARE WEAPONISING AI- From individual fraudsters to automated criminal enterprises — is artificial intelligence creating a new global underworld?

 

THE INDUSTRIALISATION OF CRIME: HOW CRIMINALS ARE WEAPONISING AI- 

From individual fraudsters to automated criminal enterprises — is artificial intelligence creating a new global underworld?

The next industrial revolution may not only transform legitimate businesses. It may also transform organised crime.

For decades, criminal activity depended heavily on human labour, physical networks, specialist knowledge and geographical access. A fraudster needed convincing communication skills. A cybercriminal needed technical expertise. An impersonator needed to imitate another person's identity. An organised criminal network needed people to coordinate its operations.

Artificial intelligence is changing these conditions.

Today, criminals can exploit AI to generate convincing messages, imitate voices, manipulate images, produce realistic videos, translate scams into multiple languages and automate parts of cyberattacks. Criminal networks can use digital platforms to reach victims thousands of kilometres away without physically entering their countries.

The result is a disturbing transformation: crime increasingly resembles an industry, with technology, specialised services, distribution networks, financial infrastructure and international customers.

This is not simply a future possibility. International law-enforcement agencies are already documenting the change.

INTERPOL's March 2026 Global Financial Fraud Threat Assessment reported that AI-enhanced fraud was estimated to be 4.5 times more profitable than traditional methods. The report also described increasingly connected criminal networks, scam centres and the integration of fraud with other forms of organised crime.

Europol's 2026 Internet Organised Crime Threat Assessment identifies AI, encryption and proxy infrastructure as important forces expanding the cybercrime landscape.

The question is whether humanity is prepared for an economy in which criminal operations can increasingly be automated.

FROM STREET CRIME TO DIGITAL INDUSTRIALISATION

Traditional crime has not disappeared. Theft, trafficking, extortion, corruption, financial fraud and organised criminal activity continue to operate in the physical world.

But a new dimension has emerged.

Criminal enterprises can now combine physical operations with digital infrastructure. A network might have people recruiting victims, others operating fraudulent accounts, specialists handling money transfers and technical operators managing online platforms.

AI can support several activities across this ecosystem.

It can help produce fraudulent communications, personalise approaches to potential victims, imitate familiar voices, translate content and process large quantities of information.

This creates a new model of criminal efficiency.

The industrialisation of crime has five defining characteristics:

• Automation: repetitive activities can be performed with less human involvement.

• Scalability: one operation can target many more people.

• Specialisation: different criminal groups can provide different services.

• Global reach: victims, operators and financial intermediaries can be located in different countries.

• Adaptability: AI-assisted operations can modify their communications and tactics as circumstances change.

The disturbing development is not that machines have become criminals. It is that human criminal networks can use machines to multiply their capabilities.

THE DEEPFAKE ECONOMY: WHEN SEEING AND HEARING ARE NO LONGER ENOUGH

One of the most immediate threats is the collapse of confidence in digital identity.

For generations, people have relied on familiar voices, faces and personal relationships to establish trust.

AI-generated media challenges those assumptions.

A criminal may impersonate a company executive, government official, family member, romantic partner or public personality through manipulated audio, images or video.

In one widely documented case, an employee at a multinational company in Hong Kong was deceived into transferring approximately US$25 million after participating in a video call involving deepfake impersonations of company executives. INTERPOL included the incident in its Asia and South Pacific Cyber Threat Assessment.

This raises a fundamental question:

If a person can convincingly imitate your face and voice, what remains of digital identity as a reliable security mechanism?

The consequences extend beyond financial fraud.

Deepfake technology can facilitate:

• Financial impersonation.

• Fake emergency appeals from relatives.

• Fraudulent investment endorsements.

• Non-consensual synthetic sexual imagery.

• Blackmail and sextortion.

• Political disinformation.

• False evidence and reputational attacks.

INTERPOL's October 2026 public-awareness campaign specifically warned that AI-generated media can imitate friends, colleagues and loved ones, increasingly exposing ordinary citizens to impersonation scams.

The danger is not simply that people may believe false information. It is that they may transfer money, disclose confidential information or make life-changing decisions because they believe they are communicating with someone they know.

CRIME-AS-A-SERVICE: THE EMERGENCE OF A CRIMINAL SUPPLY CHAIN

The traditional image of a criminal mastermind organising every aspect of an operation is increasingly inadequate.

Modern cybercrime can operate through specialised services.

Some actors develop malicious tools. Others provide stolen credentials, compromised accounts, fraudulent documents, hosting infrastructure, money-laundering services or access to criminal marketplaces.

This is commonly described as cybercrime-as-a-service.

AI adds another layer to this commercial ecosystem.

A person does not necessarily need to possess advanced technical skills to participate in certain forms of digital fraud. Commercially available AI systems can lower the barriers to producing convincing content and carrying out repetitive activities.

The criminal economy begins to resemble a supply chain:

Technology providers → criminal service providers → fraud operators → financial intermediaries → money-laundering networks.

Not every participant necessarily belongs to the same organisation. Some may operate independently while supplying services to other criminal groups.

This makes investigations more difficult. Arresting one group may not eliminate the infrastructure that supports dozens of other operations.

The central investigative question becomes:

Who owns, finances, supplies and protects the infrastructure of modern organised cybercrime?

THE AUTOMATION OF FINANCIAL FRAUD

Financial fraud has always depended on exploiting human trust, urgency, fear, greed or personal vulnerability.

AI can make those manipulations more convincing and easier to scale.

Consider the different forms of fraud being affected:

Investment fraud: fabricated endorsements, synthetic personalities and misleading promotional content can make fraudulent opportunities appear credible.

Romance fraud: AI-generated profiles and conversational tools can support sustained impersonation and emotional manipulation.

Business email compromise: criminals can imitate professional writing styles and produce convincing correspondence that appears to come from executives or business partners.

Identity fraud: synthetic identities can combine genuine personal information with fabricated details.

Extortion: manipulated images, audio or video can be used to threaten victims.

Payment fraud: impersonation and social engineering can be used to manipulate individuals or employees into authorising transfers.

The significance is that fraud can increasingly be personalised without requiring a criminal to personally write every message or communicate with every victim.

INTERPOL's 2026 assessment also describes the growing convergence of financial fraud with human trafficking, cybercrime and organised criminal networks.

This is an important distinction: the industrialisation of crime is not exclusively a technology problem. It can become a human exploitation problem, a financial-system problem and a transnational security problem simultaneously.

CYBERWARFARE AND THE AUTOMATION OF ATTACKS

AI is also changing the relationship between criminals and digital infrastructure.

Organisations depend on interconnected computer systems, cloud services, payment platforms, telecommunications networks, hospitals, logistics systems and industrial technology.

These systems offer enormous benefits, but their interdependence creates vulnerabilities.

AI can assist malicious actors with activities such as analysing information, generating deceptive communications, identifying weaknesses and automating repetitive parts of cyber operations.

The potential consequences include:

• Disruption of business operations.

• Theft of confidential information.

• Ransomware incidents.

• Compromise of government networks.

• Attacks against healthcare infrastructure.

• Interference with transport and logistics systems.

• Theft of financial and personal data.

The concern is not that AI automatically gives every criminal the ability to defeat sophisticated security systems. Capabilities vary considerably, and many attacks still depend on human mistakes, poorly secured systems and established criminal techniques.

But AI can reduce the time and effort required for some stages of an attack.

That matters when defenders must protect thousands of interconnected systems while criminals need only find one exploitable weakness.

THE SCAM-CENTRE INDUSTRY: WHERE TECHNOLOGY MEETS HUMAN TRAFFICKING

Perhaps one of the darkest dimensions of organised cybercrime is the connection between online fraud and human exploitation.

Scam compounds have been documented in parts of Southeast Asia, where criminal operations have recruited or trafficked people and forced some of them to participate in online fraud.

This exposes an uncomfortable contradiction in the digital economy.

The person communicating with a victim may not be the principal criminal organiser. In some cases, the operator may themselves be a victim of trafficking, coercion or confinement.

UNODC has examined the convergence of cyber-enabled fraud, underground banking, trafficking and technological innovation in Southeast Asia.

Its research describes a regional criminal environment in which automated tools and AI are expanding the capabilities of existing organised crime networks.

This demands a more sophisticated response.

Law enforcement must distinguish between:

• The organisers and financiers of criminal operations.

• Voluntary participants.

• People coerced into criminal activity.

• Trafficking victims forced to commit offences.

• Independent technology and financial service providers knowingly facilitating crime.

Treating every person found inside a scam operation as an equally responsible offender risks overlooking the trafficking and exploitation that sustain some of these networks.

The investigation must follow the money, identify the organisers and protect victims.

AFRICA: A NEW FRONTIER IN THE AI CRIME ECONOMY?

Africa's digital transformation is creating new opportunities for economic growth.

Mobile banking, digital payments, online commerce, telecommunications and cross-border financial services are expanding access to the economy.

But rapid digital adoption also creates security challenges.

INTERPOL's August 2026 African Cyberthreat Assessment reported that AI was linked to 55 per cent of reported cybercrimes across the African countries covered by its assessment. The report drew on information from 36 African member countries.

It also identified regional patterns, including mobile-money fraud in East Africa and business email compromise and romance scams in parts of Central and West Africa.

These findings should not be interpreted as meaning that 55 per cent of all crime in Africa involves AI. The figure concerns reported cybercrime within the assessment's scope.

Nevertheless, the report identifies an important challenge: criminal networks can exploit differences in national legislation, uneven technical capacity and weak coordination between financial institutions, telecommunications companies and law-enforcement agencies.

Africa faces several interconnected questions:

• Can African banks detect synthetic identities and AI-assisted impersonation?

• Are mobile-money platforms sufficiently protected against increasingly sophisticated fraud?

• Can national police forces investigate crimes whose organisers operate overseas?

• Are African governments investing in digital forensics and cybercrime intelligence?

• Can the African Continental Free Trade Area develop stronger cooperation around digital security?

• Are African technology companies building security into their products from the beginning?

The continent must not become merely a market for digital technology while remaining dependent on external institutions to secure its financial and information systems.

Cybersecurity must become part of Africa's industrial and technological development strategy.

THE GLOBAL CRIMINAL NETWORK: WHO IS RESPONSIBLE WHEN THE CRIME CROSSES BORDERS?

The geographical structure of digital crime complicates accountability.

A victim may live in Taiwan. The impersonated business may be registered in Europe. The criminal operator may be located in Southeast Asia. The digital infrastructure may be hosted in North America. The proceeds may pass through several financial jurisdictions.

Which country investigates?

Which legal system has jurisdiction?

Who preserves the evidence?

Who freezes the money?

Who is responsible for cooperation when the relevant companies and authorities operate under different laws?

These are not theoretical questions.

Europol's 2026 assessment of organised criminal networks highlights the importance of digital platforms, encrypted communications, AI, financial systems and cross-border criminal cooperation.

The problem is that organised crime can operate internationally while law enforcement remains largely organised along national boundaries.

International cooperation is therefore essential.

But cooperation must also respect due process, privacy, freedom of expression and the presumption of innocence. The fight against AI-enabled crime must not become a justification for unchecked surveillance or arbitrary government power.

CAN THE POLICE FIGHT AI WITH AI?

Criminal networks are adopting AI. Law-enforcement agencies are also exploring AI to improve investigations.

Potential applications include:

• Detecting suspicious financial transactions.

• Identifying patterns across cybercrime reports.

• Analysing large volumes of digital evidence.

• Detecting manipulated media.

• Supporting digital forensics.

• Connecting criminal activity across jurisdictions.

• Prioritising potential threats.

However, police use of AI creates its own accountability questions.

What happens when an AI system incorrectly identifies an innocent person?

Can a suspect challenge an algorithmic assessment?

Who audits the systems used by law enforcement?

How are personal data and biometric information protected?

Can governments use the language of cybersecurity to expand surveillance beyond legitimate security needs?

The answer cannot be to give law enforcement unlimited technological power.

The objective must be effective investigation under transparent legal authority, with independent oversight and meaningful human accountability.

THE NEW ECONOMICS OF CRIME: WHO PROFITS FROM DIGITAL DECEPTION?

The industrialisation of crime should also be examined as an economic phenomenon.

Criminal networks seek revenue, market access, operational efficiency and financial protection.

AI can lower some operating costs while increasing the potential reach of fraudulent activity.

This creates an economic ecosystem involving:

• Criminal organisations.

• Technology suppliers.

• Stolen-data markets.

• Fraudulent financial services.

• Cryptocurrency and other payment channels.

• Money-laundering networks.

• Corrupt intermediaries.

• Vulnerable or coerced workers.

The financial damage extends beyond the money stolen from individual victims.

Businesses may lose customer confidence. Banks face investigation and compensation costs. Governments must invest in cybersecurity. Families lose savings. Victims may experience psychological trauma and reputational damage.

The real cost of industrialised crime is therefore much larger than the value of stolen transactions.

It is a tax on trust.

THE NEXT BATTLE: PROTECTING HUMAN IDENTITY

The deeper issue is philosophical as well as technological.

Human society depends on trust.

We trust that a voice belongs to the person speaking. We trust that a business communication comes from the organisation it represents. We trust that a photograph or video provides at least some evidence of an event.

AI is weakening the reliability of these assumptions.

The response cannot depend entirely on teaching individuals to identify every deepfake. Synthetic media is improving, and visual inspection alone is not a reliable security method.

Society will need stronger identity verification, secure communication systems, financial safeguards, rapid reporting mechanisms and better authentication procedures.

For high-value transactions, organisations should use independently verified approval channels rather than relying on a voice or video call alone.

For individuals, an unexpected request for money or confidential information should be independently checked using a trusted contact method.

The principle is simple:

Identity must be verified through secure processes, not merely recognised through appearance or sound.

WHAT SHOULD HUMANITY DO?

A serious response requires more than another public-awareness campaign.

First: strengthen international cooperation. Criminal networks exploit jurisdictional gaps. Police, prosecutors, financial regulators and digital platforms need effective channels for sharing evidence and disrupting criminal infrastructure.

Second: strengthen financial security. Banks, payment providers and mobile-money operators need stronger identity checks, transaction monitoring and rapid mechanisms to freeze suspicious transfers.

Third: hold technology providers accountable. AI developers and digital platforms should assess foreseeable misuse, respond to credible abuse reports and improve safeguards without treating every user as a suspect.

Fourth: protect victims. Victims of fraud, identity theft, deepfake abuse and trafficking need accessible reporting, legal assistance and support.

Fifth: build AI capability within law enforcement. Police and investigators need digital-forensics expertise, specialist training and access to appropriate technical resources.

Sixth: protect civil liberties. Security measures must be proportionate, legally grounded and subject to independent oversight.

Seventh: educate the public. Digital literacy must include identity verification, financial security, deepfake awareness and safe handling of personal information.

The objective is not to stop technological progress. It is to prevent criminal networks from exploiting that progress at the expense of society.

THREE POSSIBLE FUTURES

Scenario A — The criminal AI economy expands

Criminal networks become increasingly automated, cross-border and specialised. Fraud, identity theft and digital extortion become harder to detect, while enforcement struggles with fragmented jurisdiction and limited resources.

Scenario B — The security industry catches up

Governments, banks, technology companies and international law-enforcement agencies develop stronger identity verification, intelligence-sharing and digital-forensics capabilities. AI becomes an important instrument of defence as well as a source of risk.

Scenario C — A new digital security order emerges

Governments and businesses redesign digital identity, financial authentication and online communication. New international standards emerge, but difficult debates develop over privacy, surveillance, corporate responsibility and the limits of state power.

These scenarios are not mutually exclusive. Different regions and industries may experience elements of all three.

THE NEXT INDUSTRIAL REVOLUTION HAS TWO SIDES

Artificial intelligence is opening extraordinary possibilities for humanity.

It can improve medicine, education, manufacturing, scientific research, transportation and economic productivity.

But the same technological transformation can be exploited by people who use intelligence not to create, but to deceive, steal, manipulate and control.

The industrialisation of crime exposes a weakness in modern civilisation: technological progress is not automatically accompanied by stronger institutions, ethical responsibility or public protection.

We have developed technologies capable of reproducing human voices, faces and communication styles. Yet our institutions are still struggling to establish reliable ways of distinguishing genuine identity from manufactured deception.

The challenge is therefore much larger than cybersecurity.

It concerns the future of trust, human dignity, economic security and the relationship between technology and power.

The question humanity must answer is not whether criminals will use AI. They already are. The question is whether governments, businesses and societies can build institutions capable of protecting people in an age when deception itself can be industrialised.

UbuntuSafa — A Journey Rooted in Humanity.

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MAO'S CHINA: INDUSTRIAL TRANSFORMATION, POLITICAL CATASTROPHE AND THE COST OF IDEOLOGICAL CAMPAIGNS- 

How did a revolution that promised equality, national independence and industrial strength produce mass famine, political persecution and one of the most turbulent periods in modern Chinese history?

The central question: Did Mao Zedong's revolutionary programme transform China into a modern industrial power, or did the pursuit of ideological objectives repeatedly override economic realities, scientific evidence and human welfare?

The history of Mao-era China is not a simple story of success or failure. It is a study of two developments that occurred simultaneously.

On one side, the Chinese Communist Party consolidated national political authority, expanded basic education and healthcare, developed heavy industry, strengthened state capacity and laid foundations that later contributed to China's economic transformation.

On the other, the same political system launched campaigns that caused enormous human suffering. The Great Leap Forward contributed to a catastrophic famine. The Cultural Revolution devastated educational institutions, disrupted production, encouraged political persecution and subjected millions of people to violence, displacement and humiliation.

The central issue is not whether China needed industrialisation or social transformation. It was how those objectives were pursued, who controlled the decisions, and what happened when political ideology became more important than evidence.

To understand modern China, we must examine both its industrial foundations and the human cost of Mao's campaigns.

China in 1949: A country seeking national reconstruction

When the Communist Party took power in October 1949, China was emerging from decades of civil war, Japanese invasion, political fragmentation and economic disruption.

The new government inherited a country with:

• Widespread rural poverty.

• Low agricultural productivity.

• Limited industrial capacity.

• Poor transport infrastructure.

• High levels of illiteracy.

• Inadequate healthcare.

• Significant regional economic inequalities.

Mao Zedong and the Communist leadership sought to transform China into an industrialised socialist state capable of defending its sovereignty and reducing poverty.

Their objectives were not inherently unusual for a country seeking rapid development. Many governments in Asia, Africa and Latin America subsequently pursued state-led industrialisation, national development planning and public investment.

What distinguished Mao's approach was the scale of political mobilisation and the willingness to reorganise society around revolutionary objectives.

The government nationalised major industries, reorganised agriculture, expanded state planning and established close economic and technological cooperation with the Soviet Union.

The First Five-Year Plan: 1953–1957

The First Five-Year Plan prioritised heavy industrial development.

Its major objectives included:

• Steel and machinery production.

• Coal and electricity generation.

• Railways and industrial transport.

• Engineering and industrial equipment.

• Expansion of state-owned enterprises.

• Development of technical education.

Soviet assistance was important. Chinese industrialisation drew heavily on Soviet planning methods, technical expertise, equipment and industrial project design.

The strategy produced significant results, although it prioritised heavy industry over consumer production and placed substantial pressure on agricultural resources.

The historical distinction: China was not economically stagnant throughout Mao's rule. It achieved substantial industrial development, but the methods used to pursue that development varied considerably in effectiveness and human cost.

The Great Leap Forward: When revolutionary ambition overtook economic reality

1958–1960: Major political and economic disaster

In 1958, Mao launched the Great Leap Forward.

The ambition was extraordinary: China would rapidly transform its agricultural economy into an industrial society and move towards communism.

Mao believed that mass mobilisation, collective labour and revolutionary determination could overcome material limitations.

The campaign attempted to accelerate development through three major approaches.

A. Agricultural collectivisation

Millions of rural households were reorganised into large People's Communes.

Private farming was substantially restricted, and agricultural production, food distribution and rural administration were increasingly organised collectively.

B. Backyard steel production

Villages, communes and local organisations were encouraged to establish small furnaces to produce steel.

The intention was to mobilise ordinary people into industrial production and rapidly increase national steel output.

But many furnaces produced low-quality metal unsuitable for industrial applications. Labour, tools, fuel and agricultural resources were diverted into production that frequently delivered little economic value.

C. Mass mobilisation

The government set extraordinarily ambitious production targets.

Local officials were expected to demonstrate revolutionary enthusiasm and report impressive achievements. In many areas, reported production figures became disconnected from actual output.

This created a dangerous incentive: officials could face political consequences for reporting failure, but gain recognition by reporting success.

The campaign increasingly rewarded political conformity rather than accurate economic information.

The fundamental mistake: The leadership treated political determination as if it could replace agricultural science, industrial technology, realistic planning and economic incentives.

The Great Chinese Famine: The human cost of the Great Leap Forward

Between 1959 and 1961, China experienced a catastrophic famine.

The scale of the disaster remains one of the most consequential subjects in modern Chinese history.

Historical estimates vary because of incomplete demographic records, political restrictions and different methods of calculating excess deaths. A Cambridge University Press historical chapter gives an estimate of approximately 30 million deaths, while other research produces different figures. It is more responsible to recognise the range of scholarly estimates than to present one number as undisputed.

What caused the famine?

The famine was not simply the result of poor weather or agricultural misfortune.

Several policy failures interacted.

1. Agricultural disruption

Collectivisation and mass mobilisation disrupted established farming practices. Large numbers of agricultural workers were diverted into infrastructure projects and industrial campaigns.

2. Unrealistic production targets

Local officials exaggerated harvest figures, creating the impression that more grain was available than actually existed.

3. Excessive state grain procurement

The government continued collecting grain based on inflated production estimates. Rural communities could be left with insufficient food after state procurement.

4. Political suppression of warnings

Officials who questioned the campaign risked being accused of opposing socialism or resisting revolutionary progress.

5. Restrictions on movement and access to food

The commune system and household registration arrangements restricted many people's ability to leave famine-affected areas and seek alternatives.

6. Delayed policy correction

The leadership did not respond adequately and quickly enough to the deteriorating situation.

Research by Wei Li and Dennis Tao Yang in the Journal of Political Economy found that resource diversion from agriculture and excessive grain procurement accounted for a major proportion of the decline in grain output in their analysis.

The political consequences of telling the truth

One of the most revealing episodes occurred at the 1959 Lushan Conference.

Defence Minister Peng Dehuai criticised the Great Leap Forward and raised concerns about its consequences.

Instead of allowing a full institutional investigation, Mao interpreted the criticism as a political challenge.

Peng was denounced and removed from power.

The 1981 official Communist Party historical resolution subsequently acknowledged that the campaign against Peng and those accused of supporting him undermined internal Party democracy and interrupted the correction of the Great Leap Forward's errors.

This episode illustrates an important institutional failure.

When leaders punish people for reporting inconvenient evidence, government loses one of its most important instruments for correcting mistakes.

A famine can be worsened by drought, inadequate infrastructure or agricultural failure. But when accurate information is suppressed and harmful policies continue, the political system itself becomes part of the disaster.

The human consequences

The victims were not merely statistics.

They included:

• Rural families who lost multiple generations.

• Children who experienced malnutrition and disrupted development.

• Parents who lost their children.

• Agricultural workers forced to continue labour under conditions of hunger.

• Communities whose social structures were severely damaged.

• Survivors who carried the physical and psychological consequences into later life.

The famine also left long-term economic effects. Research published in World Development found evidence that regions experiencing more severe famine subsequently had lower per-capita GDP, suggesting that the damage extended beyond the immediate mortality crisis.

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The central investigative question: When a government controls food production, procurement and distribution, what mechanisms exist to protect citizens when government policy itself creates a food crisis?

Industrial transformation: What Mao's China actually achieved

It would be historically inaccurate to describe the entire Mao period as economic failure.

Between 1949 and 1976, China built important foundations for a modern industrial economy.

A 1992 World Bank study reported average annual industrial output growth of approximately 11.4% between 1953 and 1978. This is a historical aggregate, not proof that growth was equally strong in every year or that industrial output translated directly into improved household welfare.

A. Heavy industry

China developed substantial capacity in:

• Steel production.

• Machinery manufacturing.

• Coal and electricity.

• Petroleum.

• Chemical industries.

• Industrial engineering.

These capabilities reduced dependence on imported industrial equipment and created a foundation for later manufacturing expansion.

B. Infrastructure

Railways, bridges, roads, power stations and industrial centres expanded.

The Nanjing Yangtze River Bridge, completed in 1968, became a major infrastructure achievement.

Industrial facilities were also constructed in inland regions, partly for strategic reasons and partly to spread industrial development beyond established coastal centres.

C. Science and technology

China developed strategic scientific capabilities despite political instability.

Important achievements included:

• Its first successful atomic bomb test in 1964.

• Its first hydrogen bomb test in 1967.

• The launch of its first satellite, Dong Fang Hong 1, in 1970.

• Development of indigenous military, engineering and aerospace capabilities.

These accomplishments helped establish China as a significant scientific and military power.

D. Education and healthcare

The Mao period also saw major expansion in literacy, basic education and public health initiatives.

Rural healthcare programmes, including the deployment of so-called barefoot doctors, extended basic medical services to communities that had previously had little access to formal healthcare.

Life expectancy rose substantially from the early years of the People's Republic, although improvements were interrupted by the famine and varied across regions.

The contradiction

China developed industrial capabilities while simultaneously suffering from catastrophic policy failures.

The important distinction is between:

• Building productive capacity.

• Using that capacity efficiently.

• Distributing the benefits fairly.

• Protecting citizens from political and economic mistakes.

These are different measures of development.

A country may succeed in building factories and strategic infrastructure without ensuring that ordinary people enjoy food security, political protection or economic freedom.

The Cultural Revolution: A political campaign against the system's own institutions

1966–1976: A decade of political upheaval

The Cultural Revolution began in 1966 and continued until Mao's death in 1976 and the subsequent arrest of the Gang of Four.

Mao believed that revolutionary forces within the Communist Party, government, education system and cultural institutions were becoming conservative and moving away from socialism.

He feared the emergence of a new privileged class and believed that continuing class struggle was necessary to prevent the restoration of capitalism.

The movement called for the removal of alleged bourgeois and counter-revolutionary influences.

But it rapidly developed into a massive political campaign involving ideological accusations, public denunciations, factional conflict and violence.

The Red Guards

Students and young people were mobilised into organisations known as the Red Guards.

They were encouraged to challenge authority figures and attack what were described as the Four Olds:

1. Old customs.

2. Old culture.

3. Old habits.

4. Old ideas.

In practice, the campaign often became an assault on China's cultural, intellectual and educational institutions.

Teachers, professors, writers, government officials and intellectuals were publicly denounced.

Schools and universities experienced severe disruption. Historical objects, religious sites, books and cultural artefacts were destroyed in different parts of the country.

People could become targets because of their family background, political associations, professional positions or alleged ideological beliefs.

Political struggle became social persecution

The movement created an atmosphere in which accusations could have devastating consequences.

Victims experienced:

• Public humiliation and struggle sessions.

• Physical assault and torture.

• Imprisonment and forced labour.

• Loss of employment and property.

• Family separation.

• Political persecution and death.

Political factions also fought one another. In some areas, the violence became so severe that the military was deployed to restore order.

Research by Andrew Walder and Yang Su, using 1,520 county histories, estimated between 750,000 and 1.5 million deaths in rural China, alongside a similar number of people permanently injured and approximately 36 million subjected to some form of political persecution. These are scholarly estimates based on the authors' methodology, not a definitive national census.

The national toll across urban and rural China is difficult to establish precisely.

The destruction of education

The Cultural Revolution disrupted China's education system.

Many schools and universities closed or experienced major interruptions. University admissions were heavily affected, and a generation of young people lost access to conventional educational opportunities.

Millions of urban youths were later sent to rural areas under the Down to the Countryside Movement.

The stated purpose included learning from peasants and experiencing rural life. In practice, many young people experienced separation from families, limited opportunities and difficult living conditions.

The consequences extended beyond individual careers. China lost years of educational continuity and professional development in important sectors.

The contradiction

The Cultural Revolution was presented as a campaign to defend revolutionary equality.

But it weakened institutions that society needed to educate its population, develop scientific knowledge, preserve culture and manage the economy.

The 1981 Communist Party historical resolution explicitly described it as a major disaster for the Party, state and people, and identified Mao as chiefly responsible for the errors of the period while also acknowledging failures of collective leadership.

Did the Cultural Revolution destroy China's industrial development?

The answer requires qualification.

China's industrial sector did not stop functioning during the Cultural Revolution. Some strategic industrial projects continued, and scientific and military achievements were recorded.

However, the political upheaval damaged the wider environment needed for sustained industrial development.

Area	Consequence
Education	Interrupted schooling, university disruption and loss of professional training
Scientific research	Political campaigns disrupted research institutions and academic careers
Industrial management	Experienced managers and technical personnel were persecuted or displaced
Agricultural administration	Political campaigns interfered with practical economic management
Investment	Uncertainty and political instability affected planning and resource allocation
Culture	Destruction of heritage and suppression of intellectual activity

The World Bank's historical review of China's development notes that the Cultural Revolution seriously disrupted the education system, despite the broader industrial and infrastructure expansion achieved during the preceding decades.

This illustrates a critical principle of industrial development:

Factories need more than machines. They need engineers, trained workers, scientific research, reliable management, stable institutions and the freedom to identify problems.

Political campaigns that destroy these foundations can undermine the very industrial transformation they claim to defend.

Mao's leadership: Revolutionary authority versus institutional accountability

Mao's position in Chinese history is complex.

He was central to the Communist victory in 1949, the establishment of the People's Republic and the consolidation of a unified state after decades of conflict.

He also became the dominant political figure in a system where personal authority increasingly outweighed institutional checks.

Three developments are particularly important.

1. The personality cult

Mao's political image became closely associated with the legitimacy of the Communist Party and the revolution.

His authority made criticism increasingly dangerous.

2. The weakening of collective leadership

Institutions that might have challenged policy decisions became less effective. Political disagreement was increasingly treated as evidence of ideological disloyalty.

3. The expansion of class struggle

Mao increasingly interpreted political, administrative and social disagreements through the framework of class conflict.

Problems that could have been addressed through economic management or institutional reform were instead treated as ideological threats.

The 1981 Party resolution acknowledged that Mao's personal arbitrariness undermined democratic centralism and that the leadership failed to correct his mistakes in time.

This raises a question that goes beyond Mao himself:

What happens when a revolutionary leader becomes so powerful that the institutions created by the revolution cannot effectively challenge his decisions?

Mao's death in 1976 and the beginning of economic reform

Mao died on 9 September 1976.

The arrest of the Gang of Four in October 1976 brought the Cultural Revolution to an end.

The subsequent leadership transition created an opportunity to reconsider China's development strategy.

Deng Xiaoping became the central figure in the new direction of economic policy.

At the Third Plenum of the Eleventh Central Committee in December 1978, the leadership shifted national priorities towards economic modernisation.

The reforms included:

• Reintroducing household-based agricultural production through the household responsibility system.

• Expanding market mechanisms.

• Allowing private and collective enterprises greater room to operate.

• Encouraging foreign investment.

• Establishing Special Economic Zones.

• Expanding international trade.

• Increasing enterprise autonomy.

The change was significant.

China did not abandon Communist Party rule. Instead, it substantially changed how its economy operated.

The country increasingly combined state ownership and political control with market incentives, private enterprise and international economic integration.

This shift helped establish the conditions for China's subsequent manufacturing expansion and emergence as a major global economic power.

The comparison is revealing: China moved towards market mechanisms after experiencing the consequences of excessive administrative control and repeated political campaigns.

Mao's China versus post-1978 China: What changed?

Dimension	Mao-era model	Reform-era model
Agriculture	Collectivisation and communes	Household responsibility and market-oriented production
Industry	Central planning and state direction	State enterprises alongside expanding private and collective businesses
Foreign investment	Limited	Encouraged, particularly through Special Economic Zones
Economic incentives	Political targets and collective mobilisation	Increasing use of prices, profits and competition
Political system	Communist Party monopoly	Communist Party monopoly retained
International trade	More limited integration	Rapid expansion of global trade
Private enterprise	Restricted	Gradually expanded
Development priorities	Revolutionary mobilisation and heavy industry	Economic growth, modernisation and international competitiveness

The transformation demonstrates that economic reform did not require the Communist Party to surrender political authority.

However, it also created new questions about the relationship between the state, private business, labour rights, political accountability and wealth distribution.

The post-1978 Chinese model is therefore not simply a return to capitalism. It is a hybrid arrangement involving market competition, state ownership, industrial policy and continuing one-party political control.

What can Africa and other developing economies learn from Mao's China?

This historical investigation has particular relevance for developing economies seeking industrial transformation.

Many African countries face challenges that China also confronted in 1949:

• Inadequate industrial capacity.

• Dependence on imported manufactured goods.

• Weak transport and energy infrastructure.

• Limited domestic capital.

• Low agricultural productivity.

• Skills shortages.

• Exposure to international economic pressures.

China's history offers important lessons, but not all of them are about copying its political model.

Lesson 1: Industrialisation requires deliberate investment

Developing countries need productive infrastructure, engineering capabilities, technical education, reliable electricity and industrial financing.

Industrialisation does not happen simply because governments announce ambitious production targets.

Lesson 2: Agriculture must not be sacrificed for industrial ambition

Food security is a foundation of national development.

A government that diverts agricultural resources too aggressively risks undermining the population's welfare and the productivity of its own industrial workforce.

Lesson 3: Data and professional expertise matter

Production figures must reflect reality.

Governments need independent statistical institutions, agricultural scientists, engineers and economic advisers who can report problems without political punishment.

Lesson 4: Political campaigns cannot replace competent institutions

National mobilisation can support development, but it cannot substitute for professional management, technological knowledge and institutional accountability.

Lesson 5: Industrial development must serve ordinary people

The purpose of industrialisation should not be merely to increase steel production, exports or national prestige.

It should improve employment, incomes, food security, education, healthcare and living standards.

Lesson 6: A country needs continuity

Industrial development takes decades. Repeated political campaigns, purges and institutional disruptions can destroy accumulated knowledge and discourage investment.

The final question: Can a revolution modernise a country while destroying the institutions it needs to develop?

Mao's China demonstrates the complicated relationship between revolutionary ambition, national development and political power.

The Communist revolution helped establish a unified state and laid foundations for industrialisation, infrastructure, education, healthcare and strategic scientific development.

But the Great Leap Forward demonstrated the catastrophic consequences of imposing unrealistic targets, suppressing evidence and allowing political ideology to override agricultural and economic realities.

The Cultural Revolution demonstrated another danger: a political leadership that claims to defend the people can undermine the institutions, professional expertise and social stability upon which their welfare depends.

It is equally important not to erase the achievements of the period. China's industrial and scientific development was substantial, and some of its foundations were built before the market reforms of 1978.

But those achievements cannot be used to minimise famine, persecution or the destruction of educational and cultural institutions.

The deeper lesson is that national development requires more than a powerful state, ambitious leadership and collective determination. It requires institutions capable of questioning authority, correcting mistakes and protecting people when government policies fail.

A country cannot build a modern economy by treating scientific evidence as disloyalty, economic criticism as political opposition or individual human dignity as secondary to ideological objectives.

The purpose of an economic system should be to improve human life—not to demand that human beings suffer indefinitely in the name of an economic or political ideal.

Where the investigation should go next

CHINA AFTER MAO: HOW DID CAPITALISM ENTER A COMMUNIST SYSTEM?

The Deng Xiaoping transformation: How China combined Communist Party rule, private enterprise, foreign investment and global manufacturing.

Investigate:

• Why China abandoned important Mao-era economic policies.

• How Special Economic Zones transformed manufacturing.

• Why foreign companies invested in China.

• How private entrepreneurs became part of a Communist-led economy.

• Whether China's model is socialism, state capitalism or a distinct political-economic system.

• Whether economic freedom can expand without political pluralism.

By Jugo Ikeji Uju

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