On: Governments shouldn’t rely on AI to decide who gets a social grant: inside a...

21 August 2026.

The news from South Africa presents a curious spectacle: a government, elected by the people, employing a logic of pure calculation to determine the fate of its most vulnerable citizens. It is not the act itself that is so striking - governments have always sought efficiency - but the nature of the instrument. This “automated system” is the perfect servant of the administrative state, for it carries out its duties without passion, without prejudice, and, most dangerously, without any capacity for that particular form of human judgment we call mercy.

One observes here the subtle transformation of a duty into a process. The social grant, which was conceived as a bond of solidarity, a tangible expression of a society’s care for its members, is now reduced to a data point to be processed. The machine does not see a person in need; it assesses a profile against an algorithm. And the great irony, the truly democratic irony, is that this system is justified in the name of fairness - of treating everyone exactly the same. It is the ultimate expression of equality, stripped of all humanity. In an aristocracy, a lord might dispense aid based on whim or personal connection, a capricious but human act. Here, the caprice is replaced by an inflexible rule, which is hailed as progress.

The warning to “watch these systems carefully” is, of course, correct, but it misses the deeper point. The danger is not that the machine will malfunction, but that it will function perfectly. It will deliver a cold, impeccable justice that feels like despotism to the soul. The state, by outsourcing its most human responsibilities to a calculus, absolves itself of the burden of judgment. It no longer governs; it merely administers. And the citizen, transformed from a subject of care into an object of assessment, learns to shape their life not to appeal to a fellow human’s compassion, but to satisfy the immutable criteria of a system they cannot plead with. This is not the tyranny of the dungeon; it is the quiet, efficient tyranny of the ledger, and the chains it forges are made of numbers.