In Australia, AI has largely been positioned as a way to stretch limited skills capacity in high-cost specialist roles, rather than as a headcount reduction tool. Despite widespread tech layoffs globally and locally over the past few years, Australia's skills shortage has remained largely unchanged. Cuts at large technology firms have often weakened the broader ecosystem, impacting smaller suppliers and subcontractors alongside the firms making redundancies. Rather than releasing excess capacity into the market, layoffs have tended to redistribute pressure across an already constrained talent