Data Colonisation and AI Governance in South Africa: Data Protection, Algorithmic Power, and the Struggle for Digital Sovereignty

TEXT START: AI is not only a technological artefact; it is also a new site of political economy, legal struggle, and sovereignty contestation.

The Dissection

The paper expands AI governance beyond privacy into ownership, infrastructure, surveillance, dependency, and value extraction. That diagnosis is legitimate. But its proposed solution—impact assessments, registers, audits, safeguards, competition remedies, and democratic oversight—turns a structural power struggle into an administrative reform program. It treats digital sovereignty as something institutions can recover through better rules.

The Core Fallacy

The paper confuses governance of AI with control of AI capital. Under the Discontinuity Thesis, the decisive mechanism is not merely opacity or data extraction. It is P1–P3: AI gains durable superiority, human institutions cannot preserve human-only economic domains, and most people lose access to economically necessary labor.

A sovereign data regime may improve bargaining power, constrain surveillance, or capture a larger share of rents. It cannot by itself prevent productive participation from collapsing. A state can regulate data while remaining dependent on externally controlled infrastructure and AI systems. That is not sovereignty. It is compliance administration inside someone else’s machine.

Hidden Assumptions

• National law can meaningfully discipline transnational AI infrastructure and capital.
• Data ownership or public-interest governance automatically becomes productive power.
• Audits and impact assessments can keep pace with systems whose complexity and deployment exceed institutional capacity.
• Democratic institutions will remain independent rather than being captured by states, firms, or local elites.
• Preventing extraction will preserve employment, bargaining power, or mass economic participation.
• Regulatory capacity can substitute for control of compute, models, infrastructure, and capital.

Social Function

Partial truth and transition management, with a layer of elite self-exoneration. The paper accurately identifies the colonial plumbing of AI and the inadequacy of privacy law. Its reform agenda then channels that danger into procedures, as though better oversight could preserve the underlying social order. These measures may slow abuse, document harms, and negotiate rents. They do not reverse the displacement mechanism.

The Verdict

The paper identifies the imperial plumbing but misdiagnoses its strategic importance. Data sovereignty is a defensive bargaining instrument, not a path to restored mass participation. If P1–P3 hold, South Africa may win audits, safeguards, and a larger slice of extracted value while still losing productive economic agency. The post-WWII order can die under stronger paperwork.