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Questioning the effectiveness of centralized AI planning

Published July 18, 2026 at 9:03 PM UTC

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Critics of the government’s new AI plan argue that centralizing control within an Office of AI may be an ineffective way to manage a technology that is evolving rapidly across every sector of the economy. By focusing on a top-down framework, the government risks creating a rigid system that cannot keep pace with the fragmented and local nature of AI applications. Economists have pointed out that the knowledge required to effectively govern AI is dispersed among the universities, hospitals, law firms, and small businesses that are actually using the technology, rather than being concentrated in a single department in Canberra.

There is also concern that the government’s approach may be overly focused on the most visible aspects of AI, such as large data centres, while overlooking the deeper, structural changes occurring throughout the labour market. While the Prime Minister has expressed a desire to protect jobs, critics warn that a focus on regulation could inadvertently stifle the very innovation needed to create new roles. If the regulatory burden becomes too high, there is a risk that investment will simply move to other jurisdictions, leaving Australia with fewer opportunities and a less competitive digital economy.

Furthermore, some experts suggest that the government’s reliance on future legislation could create a period of uncertainty that lasts until 2027. During this time, the lack of specific detail regarding how copyright laws will be modernized or how data centre approvals will be fast-tracked may leave stakeholders in limbo. There is a genuine fear that by trying to legislate for every eventuality, the government may end up with a framework that is either too broad to be useful or too restrictive to allow for the rapid experimentation that defines the AI era.