Current debates about artificial intelligence often miss the fundamental difference between AI that replaces human capabilities and AI that amplifies them. Drawing on lessons from economic history and organisation theory, this insight argues for a focus on augmentation. For Australia, choosing to augment human expertise with AI is critical for building an economy that thrives on creativity and avoids the long-term risks of deskilling our workforce.

Startups serve as the primary engines of growth in innovation districts, but they are not all born from the same crucible . Understanding their specific origins is crucial for any nation or region seeking to build a competitive innovation ecosystem. This insight explores four distinct foundational models:the Academic Cradle, Government Blueprint, Corporate Spinoff, and Cultural Uprising, to see what lessons other innovation districts and precincts hold for Australia's policy

This article reviews The Handbook of Innovation Ecosystems , detailing its "four-domain convergence framework" . It argues that successful ecosystems are not accidental but require the deliberate, long-term integration of Placemaking, Economics, Business, and Governance . It provides a practical guide for policymakers and practitioners to move beyond rhetoric and build durable, inclusive innovation capacity .

I've been analysing Australia's innovation policy and discovered something striking: the Administrative Arrangements Order (which allocates government responsibilities) doesn't mention "innovation" anywhere. Departments are assigned responsibility for research, science, and technology, but no department is given responsibility for innovation itself. This helps explain why we keep cycling through reviews, Ministerial statements, and "renewed" strategies without delivering tran