Governments shouldn’t rely on AI to decide who gets a social grant: inside a South African court case

The notion that a machine might sit in judgment over a man’s need for sustenance, determining his very claim to a portion of the common stock, is a chilling one. They speak of “efficiency” and “impartiality,” these advocates of the automated grant system. But where is the impartial spectator in a circuit board? Where is the sympathy that allows one to truly apprehend the distress of another, to weigh the subtle nuances of a family’s struggle against a rigid set of pre-programmed rules?

The court, it seems, has seen through the thin veil of technological progress to the stark reality beneath. To delegate such a profound moral decision to an algorithm is to abdicate a fundamental human responsibility. The merchant, in his ledger, accounts for profit and loss; the machine, in its code, accounts for inputs and outputs. Neither is equipped to gauge the true weight of human suffering, nor to discern the honest plea from the artful deception. The public interest is not merely the sum of efficiently processed applications; it is the flourishing of human dignity, however humble the circumstances. And that, I fear, requires a gaze far more discerning than any silicon eye can offer.

They call it “automation.” It does not automate justice; it automates error. A machine that sorts the worthy from the unworthy by lines of code is no different from a magistrate who sorts them by ink and favor. The name promises precision; the thing delivers prejudice.

I ask: what is the duty of a ruler who delegates judgment to a system? The ruler’s duty is to ensure that the small grain of rice reaches the starving child, not to let the scale tilt toward the merchant’s profit. When the scale is blind, the ruler is blind; when the ruler is blind, the people starve. The court in question claims it only follows the law. But law without judgment is not law - it is the shadow of law, cast by a hand that will not lift the cup to drink.

The five relationships are broken here. The ruler and the subject no longer meet face to face; the machine stands between them, cold and unblinking. The parent and child, elder and younger, teacher and student - all are reduced to data points. The machine does not care for the child who missed school because her mother was ill. It only sees a deviation from the expected pattern. The pattern is not the child; it is the machine’s hunger for order.

Ritual is absent. The sacred act of distributing aid is now a transaction processed by an algorithm. The grant is not given; it is calculated. The calculation is not a ritual at all - it is a performance of efficiency, a bow without meaning, a sacrifice to the god of speed. When the ritual dies, the relationship dies with it.

The junzi would refuse this system. Not because the machine is evil, but because the machine cannot be virtuous. Virtue requires a face, a voice, a hand that trembles when it signs the grant into being. The junzi asks not whether the system is fast, but whether it is just. The junzi asks not whether the code is clean, but whether the heart is clean. If the heart is not clean, no code will clean it.

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.