The Office of AI: expectations are about to become obligations

The Prime Minister has announced an Office of AI inside his own department and a single national AI framework, with the March data centre expectations to be legislated. It is the strongest confirmation yet of the argument we have been making all year: the era of voluntary good behaviour is ending and the question now is what happens at the assessment table.

Speaking in Sydney this week, Anthony Albanese announced the immediate establishment of an Office of AI within the Department of the Prime Minister and Cabinet, coordinating what he described as a world first: a single national framework covering AI’s impacts on energy, copyright, productivity, education and labour rights. For data centres the substance is concrete. The national expectations released in March are to become law, expected in early 2027, including legal obligations for large facilities to underwrite their own new power supply, pay their full share of grid connection costs and meet energy and water efficiency standards. On copyright the government was blunt: there will be no exemption allowing AI firms to mine Australian creative work with impunity, even as one major developer has reportedly tied a A$21.6 billion investment to clarity on exactly that question.

What it gets right

Three things stand out. First, expectations are becoming obligations. When the March framework was released we noted that its five benchmarks pointed in the right direction but were not binding and that the gap between aspiration and obligation is precisely where communities lose out. Legislating the energy and water requirements closes that gap for the issues communities feel most. Second, the government has embraced the argument that guardrails attract investment rather than repel it: the Prime Minister’s case that clear rules deliver “greater clarity and speed for approvals” is the same case South Australia made with “new energy for new demand” and it is the right one. Third, someone now owns coordination. An Office of AI at the centre of government is an answer to the problem our governance frameworks name on their first page: the gap in most jurisdictions is not law but coordination.

The vindication of the state that moved first

Underwrite your own new power supply. Pay your full connection costs. Be as efficient as the technology allows. That is South Australia’s strategy, nationalised. It is also, in different dress, NSW’s developer-funded infrastructure principle and Victoria’s sustainable integration goal. The convergence we described in our three-state analysis has now reached Canberra; states that were waiting to see which way the Commonwealth would jump have their answer. For Queensland, Western Australia and the territories, all yet to publish a data centre position, the calculation just changed: a national statute is coming and jurisdictions with their own assessment machinery will shape how it lands; jurisdictions without will have it land on them.

What legislation cannot do

A statute passed in Canberra still has to work at a council assessment table in Western Sydney, a state referral desk in Brisbane and a pre-lodgement meeting in Hobart. Who verifies that a facility’s contracted supply is genuinely additional? Which metrics establish “as efficient as possible” for a liquid-cooled AI factory in a subtropical climate against an air-cooled one in Tasmania? How do national obligations mesh with three different state models and the planning Acts of eight jurisdictions? Former minister Ed Husic’s critique this week, that social licence without enforcement is doomed to failure, sharpens the same point from the other direction: rules only bite where somebody independent measures compliance and publishes the result. The legislation will set the standard; the assessment layer has to deliver it. That layer is measurement, verification and consistent practice; it does not yet exist.

The bottom line

This is the most significant week for digital infrastructure policy since the March expectations and it moves the debate exactly where it needed to go. It also raises the stakes on the unglamorous work: between now and early 2027, the detail of how these obligations are defined, measured and enforced will be written; the Senate inquiry taking submissions until September is one place that detail will be shaped. Independent, jurisdiction-neutral machinery for assessing compliance is no longer a nice-to-have; it is what the new law will need to function. That is precisely what the Digital Infrastructure Institute builds and we will be engaging with the Office of AI’s work from day one.

A topical commentary from the Digital Infrastructure Institute. For the underlying arguments, see our State & Territory Frameworks and our series on planning Australia’s digital infrastructure.