Artificial Intelligence in Australia

High-risk AI in Australia

Australia has no generally applicable statutory classification or compliance regime for ‘high-risk AI’. The expression is currently a governance and policy concept, except where a particular sectoral law or instrument independently imposes risk-based obligations.

The September 2024 mandatory-guardrails proposals paper suggested that a future framework could consider adverse impacts on individual rights, health and safety; groups and collective or cultural rights; and the broader economy, society, environment and rule of law, together with the severity and extent of those impacts. Those proposed criteria never became binding law and the proposal is not proceeding at this time.

The current Guidance for AI adoption uses a risk-scaled approach. Its implementation guidance is directed to more complex or higher-risk uses and recommends stronger accountability, impact analysis, risk management, information sharing, testing, monitoring and human control. As a governance matter, indicators warranting enhanced controls may include significant effects on rights or access to services; impacts on vulnerable people or communities; safety-critical functions; opaque or difficult-to-contest outcomes; large-scale or systemic deployment; material cyber or data risks; and serious consequences from error, bias or model failure.

Organisations using AI in higher-impact contexts should, as a governance recommendation rather than a general statutory command, document use cases and accountabilities, conduct proportionate impact and legal assessments, test and monitor performance, manage data quality and provenance, maintain effective escalation and override processes, enable complaints and contestability, and integrate AI controls with existing privacy, cyber, consumer, safety and sectoral compliance systems.

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