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Australian committee recommends AI data safeguards and standards

2 NOVEMBER 2026·3 MIN READ·3 SOURCES

Australia’s Joint Select Committee on Artificial Intelligence has recommended clear requirements for data used in AI systems, comprehensive principles for AI, and nationally consistent standards for data centres. The recommendations were part of early advice sent to Prime Minister Anthony Albanese on 12 October 2026, not a bill or final report.

Australian committee recommends AI data safeguards and standards

Key takeaways · 4

  • 01

    The committee recommends clear requirements for data stored, processed, accessed, owned, protected or used in AI systems.

  • 02

    Its proposed risk-based AI framework includes model evaluation, safety testing, cybersecurity, transparency, accountability, human oversight and ongoing monitoring.

  • 03

    Nationally consistent data-centre standards would cover resource use, approvals, community input, social licence and compliance.

  • 04

    The committee’s early advice is a letter, not a bill or final report, so the recommendations are not evidence of enacted rules.

Data safeguards reach across borders

The committee said the government should set clear requirements for data stored, processed, accessed, owned, protected or used in AI systems.[1] It recommended that those requirements address jurisdictional control, cross-border transfers and foreign access.[1] The safeguards should also cover privacy, intellectual property, and sensitive government, commercial and national-security information.[1] The committee separately recommended examining copyright settings so Australian creators retain control over the use of their works and are paid.[1] For organizations using AI, the proposed scope places data handling and rights among the central issues for future policy.

A risk-based framework for AI

The committee recommended a proportionate, risk-based framework for developing and deploying AI systems.[1] Its proposed requirements include model evaluation, safety testing, cybersecurity, transparency, accountability, human oversight and ongoing monitoring.[1] For frontier labs, it recommended timely monitoring and reporting of incidents to the Australian government.[1] It also proposed embedding independent, qualified individuals in frontier labs, with employee-like access to their systems and activities.[1] These are recommendations, not a description of requirements already in force. The committee also recommended that government consider additional funding for the AI Safety Institute.[1]

National standards for data centres

The committee recommended nationally consistent standards for data-centre development and operation, with state and territory governments adopting them through planning laws and broader policy.[1] The proposed standards would cover resource consumption, planning and approvals, community input, social licence and compliance.[1] The committee’s recommendations also refer to access to reliable, competitively priced energy, water, telecommunications connectivity, computing capacity and secure supply chains.[1] It proposed comprehensive principles for AI development, deployment and use in Australia, intended to support a competitive Australian AI industry.[1] It said Australian standards should be internationally interoperable and aligned, where appropriate, with recognised technical standards and assurance frameworks.[1]

Early advice, not legislation

The committee was appointed by resolutions of the House of Representatives and Senate on 20 August 2026, and its reporting date was 30 November 2026.[2] It sent its early advice to Prime Minister Anthony Albanese on 12 October 2026, saying AI’s rapid change made arrangements urgent to safeguard the nation and provide certainty to the community and industry.[1] The committee described the correspondence as an early indicator of its work, and the advice was a letter rather than a bill or final report.[1][3] Other recommendations include an ongoing parliamentary joint standing committee for industry accountability, a review of government data repositories, and early model access for agencies such as the Australian Signals Directorate under arrangements guided by the ASD.[1]

The recommendations put data control, AI-system safeguards and infrastructure standards on the policy agenda, but do not themselves create obligations. Professionals can use the proposed scope to identify questions for planning and governance while distinguishing committee advice from enacted rules.

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How this developed

  1. 2 November 2026

    Australian committee recommends AI data safeguards and standards

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