Can new job creation remain viable through a major shock?

What the evidence shows

A shock needs an observable threshold

The scenario defines an enduring shock as an external disruption that materially constrains Australian demand, supply, public finances or access to critical technology for at least four consecutive quarters.

Supply networks can amplify disruption

Central-bank research supports examining indirect supply-chain effects as well as the initial shock, while not providing an Australia-specific forecast.

Software and robotics have different exposures

Software depends on offshore compute, currency and vendor decisions. Robotics adds hardware, components and concentrated critical-mineral supply chains.

Support must continue under stress

A resilient programme would need funding, delivery capacity, simple access, outcome measurement and a continuation rule tied to the shock trigger.

The cumulative claim still fails required gates

A plausible creation pathway remains, but the evidence does not establish dominance, sufficient support or observed survival through a qualifying shock.

What these verdicts do not mean

• a major shock is certain
• one of the four pathways is forecast as most likely
• AI-enabled creation is impossible
• support cannot improve resilience
• the proposition is permanently false rather than open to retesting

Where this argument could be wrong

Official data may undercount portfolio work and informal transitions. A future shock could activate rather than weaken support, robotics costs could fall, or a well-designed programme could produce outcomes the current record cannot show. Conversely, creation may be less valuable than business counts suggest if income, survival or protections are weak.

Bottom line

The creation pathway is real enough to test and not strong enough to declare the largest effect. Targeted help may improve access, but dominance, sufficient support and shock survival are not established. The honest cumulative conclusion is NOT SUPPORTED ON CURRENT EVIDENCE, with clear conditions for retesting.

Selected source notes

These links support the bounded public extract. Source inclusion does not imply endorsement of the report's synthesis.

• World Economic Forum — Global Risks Report 2026Expert risk perceptions and fragmentation context; not an Australian shock probability.
• Federal Reserve Bank of Richmond — Supply-chain amplificationEconomic research on disruption transmission; not Australia-specific.
• UK Government — Vision 2035 Critical Minerals StrategyCritical-mineral concentration and supply context.
• Australian Treasury — 2023 Intergenerational ReportLong-term structural forces and demographic context.
• Reserve Bank of Australia — Labour supply and ageingStructural background on participation, migration and ageing.

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