What happened 

The Federal Government announced that all National Disability Insurance Agency (NDIS) participants and new applicants would undergo mandatory "independent assessments." 

These assessments took place in Australia and involved a three-hour interview with an outsourced health professional who had no prior relationship with the participant. The results were to be fed into a secretive Personalised Budget Tool (a "black box" algorithm) to generate a "typical support package." 

The Australian government had argued the scheme would reduce inequality and improve the consistency of decision-making. But it quickly ran into technical and political headwinds, with disability groups saying they had not been properly consulted.

Pilot trials revealed the system was "dehumanising" and "traumatising," as it reduced complex human lives into standardised "personas." Advocacy groups warned that the rigid, one-size-fits-all model could not capture the nuance of fluctuating or complex disabilities, potentially leaving thousands without essential care. 

Why it happened 

The root cause was the government's drive for financial sustainability and "consistency." Officials argued that the existing system, relying on a participant's own specialists, led to "empathy bias" and inequitable funding.

However, the disability sector was largely excluded from the design process, and the NDIA refused to release the "Personalised Budget Tool" algorithm or its underlying data for independent scrutiny.

Public trust collapsed when leaked documents suggested the primary motivation was to reduce average funding packages to save roughly AUD 700 million.