Shadow health and aged care minister Anne Ruston will introduce a private member's bill aimed at overhauling the government's controversial integrated assessment tool for aged care. The legislation seeks to restore the discretion of human assessors to override algorithmic decisions when errors occur. It also demands greater transparency, ensuring every recipient knows how the algorithm and professional judgment shaped their care level.

The push comes amid growing backlash against the automated system, which critics argue has produced numerous incorrect outcomes. Ruston's bill would mandate reassessments for anyone evaluated since the computer-only decision-making mechanism was implemented. "So many of the results have clearly been incorrect," she stated, underscoring the urgency of human oversight.

The coalition is using question time to target the government over inflation, adding political pressure alongside the aged care debate. Ruston's proposal highlights a broader tension between algorithmic efficiency and the need for personalized, accountable care in Australia's aging population.

If passed, the bill could force a reevaluation of thousands of cases and set a precedent for AI use in public services. The government has not yet responded to the proposed changes, leaving the timeline and political viability uncertain.