The Australian Government's new national expectations for data centre developers, Anthropic's market entry, and a workforce shortage that impacts the country's AI infrastructure pipeline are converging. Workforce development is no longer a corporate social responsibility initiative. It is a regulatory input that directly affects speed to market.