Every occupation shortage list asks how many extra people are needed. None asks how much of the shortfall AI will absorb. The US, UK and EU now build AI assumptions into their employment projections. Australia's JSA publishes a disclaimer instead. Craig Fowler argues the SSN-AUKUS submarine build at Osborne is the proving ground: within one postcode it holds some of the least automatable trades in the economy and some of the most exposed program-office work. Net-of-AI forecas

Australia’s National AI Plan makes strong commitments to infrastructure and adoption, but leaves governance and liability unresolved. This uncertainty exposes SMEs to risk, complicates investment decisions, and weakens public trust. History shows that technologies such as electricity became dependable only when standards, liability, and oversight aligned. AI now requires the same institutional attention if it is to move from experimentation to reliable national infrastructure

Research and development is moving from laboratory-based models to digital platforms that integrate data, software, and AI. This Insight examines how many global firms now operate as de facto research environments, the implications for Australia’s capability and sovereignty, and the changes required in policy, measurement, and national strategy.