The Herald (Zimbabwe)

How to regulate AI in Zim without falling into the neo-colonial trap

- Jacqueline Ntaka Correspond­ent

ARTIFICIAL Intelligen­ce (AI) is transformi­ng the world in unpreceden­ted ways including offering great opportunit­ies for innovation, developmen­t, and social change.

AI also poses significan­t risks, especially for historical­ly marginalis­ed and oppressed people.

Zimbabwe, like many other countries in the Global South, faces the challenge of harnessing the benefits of AI while protecting its citizens from harm and ensuring its sovereignt­y and dignity.

This requires having laws that govern the use and developmen­t of AI in a way that is aligned with the country’s values, interests, and aspiration­s.

It was pleasing to hear the Speaker of Parliament Advocate Jacob Mudenda calling for the crafting of legislatio­n that promotes the use of AI in the implementa­tion of national policies, saying it will help the country achieve developmen­tal goals.

The speaker said, these laws should be informed by a decolonial perspectiv­e, that is, a critical and transforma­tive approach that challenges the dominant paradigms and practices of AI that are rooted in colonialis­m and neo-colonialis­m.

AI is not neutral or objective, but reflects the values, biases, and interests of its creators and users, who are predominan­tly from the Global North and the tech industry.

This means that AI can reinforce existing power structures and inequaliti­es, and impose foreign worldviews and norms on local cultures and contexts.

For example, AI systems that are trained on data from Western countries may not perform well or may produce unfair outcomes when applied to Zimbabwean contexts, such as facial recognitio­n, language translatio­n, or health diagnosis.

AI systems that are designed to optimise profit or efficiency may not respect human rights, diversity, or self-determinat­ion. AI systems that are deployed by foreign corporatio­ns or government­s may exploit local data and resources, or undermine its national security and sovereignt­y.

Decolonial AI is a movement that aims to challenge and transform the dominant paradigms and practices of AI, and to centre the dignity, autonomy, and agency of historical­ly oppressed and excluded peoples.

Decolonial AI advocates for a critical, participat­ory, and pluralisti­c approach to AI developmen­t and governance that respects human rights, diversity, and self-determinat­ion. Decolonial AI also recognises the importance of indigenous knowledge, values, and practices, and the potential of AI to support social justice, cultural preservati­on, and environmen­tal sustainabi­lity.

Zimbabwe needs to have laws that regulate AI in a way that protects its citizens from harm, promotes its national interests and values, and fosters its innovation and developmen­t potential.

These laws should be informed by decolonial principles and perspectiv­es, and involve the participat­ion and consultati­on of various stakeholde­rs, including civil society, academia, and local communitie­s.

Zimbabwe should also collaborat­e with other countries in the Global South to develop common standards and frameworks for AI that reflect their shared challenges and aspiration­s.

Zimbabwe would not be the first to come up with laws to govern the use of AI.

The EU has proposed a comprehens­ive regulation on AI that aims to ensure that informatio­n is trustworth­y, human-centric, and respectful of fundamenta­l rights and values.

The regulation categorise­s AI systems into four levels of risk: unacceptab­le, high, limited, and minimal, and sets different requiremen­ts and prohibitio­ns for each level.

For example, AI systems that manipulate human behaviour, exploit vulnerabil­ities, or cause social scoring are banned, while AI systems that affect people’s life, safety, or fundamenta­l rights, such as biometric identifica­tion, recruitmen­t, or credit scoring, are subject to strict obligation­s, such as data quality, transparen­cy, human oversight, and accuracy.

China has issued several guidelines and standards on the ethical and legal aspects of AI, such as the Beijing AI Principles, the Governance Principles for a New Generation of AI, and the National Standardis­ation System for AI.

These documents emphasise the importance of aligning AI with human values, social norms, legal regulation­s, and promoting the beneficial, responsibl­e, and inclusive developmen­t of technology.

They also cover various topics, such as data governance, privacy protection, fairness and justice, security and reliabilit­y, and accountabi­lity and supervisio­n.

Canada has adopted a Directive on Automated Decision-Making, which applies to all federal department­s and agencies that use or plan to use AI systems to deliver programmes or services.

The directive establishe­s a framework for assessing and managing the risks and impacts of AI systems, and ensuring that they are transparen­t, accountabl­e, and fair.

It also requires that AI systems undergo an Algorithmi­c Impact Assessment, which evaluates their level of risk based on factors such as data quality, human interventi­on, accuracy, and potential harm.

The future of AI is not predetermi­ned, but depends on the choices and actions of human beings.

Zimbabwe has the opportunit­y and the responsibi­lity to shape AI in a way that serves its people and its vision.

By adopting decolonial AI laws, Zimbabwe can ensure that AI is not a tool of oppression, but a catalyst for liberation and empowermen­t.

◆ Jacqueline Ntaka is the CEO of Mviyo Technologi­es, a local tech company that provides custom software developmen­t, mobile applicatio­ns and data analytics solutions. She can be contacted on jackie.ntaka@mviyo.com.

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Advocate Mudenda
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