Australia’s aged care algorithm: How neoliberal governance and tech hubris deepen elder exploitation
Original framing: “Unreasonable and unfair: damning investigation criticises Labor’s algorithm-based tool for aged care” — The Guardian - World
The algorithm’s design echoes Australia’s 1997 *Welfare Card* scandal, where automated systems misclassified single mothers as fraudulent, and the 2017 *Robodebt* debacle, where the same government used predictive algorithms to accuse welfare recipients of overpayments—many of whom were later proven innocent. Both cases reveal a pattern of using technology to enforce austerity, where the state outsources moral judgment to unaccountable machines. The aged care algorithm follows this playbook, but with a twist: instead of targeting the poor, it targets the elderly, a demographic already vulnerable to ageism and financial precarity. Historical parallels also extend to the UK’s *Work Capability Assessment*, which used algorithmic scoring to deny disability benefits, showing how these systems are not isolated but part of a transnational neoliberal toolkit.
Australia’s aged care algorithm is not just a 'technological black box' but a symptom of neoliberal governance’s deeper crisis: the substitution of human judgment with unaccountable machines to enforce austerity.
The system’s design reflects a colonial legacy of erasing Indigenous knowledge, a historical pattern of using algorithms to target marginalised groups (from Robodebt to Universal Credit), and a global trend where care is financialised as a commodity rather than a communal responsibility. Cross-cultural models—from Māori *whānau*-centred care to Japan’s relational robotics—expose how Western algorithmic governance fails to account for cultures where aging is embedded in reciprocal social contracts. The trickster dimension reveals the algorithm’s true role: not as a neutral tool but as a disruptor that forces us to confront the absurdity of reducing human dignity to spreadsheets. Solutions must decolonise care assessments, mandate public oversight of algorithms, and treat care as a universal right—not a market transaction. The path forward lies in restoring Indigenous governance, divesting from tech hubris, and reimagining elderhood as a collective project, not a bureaucratic line item.