Essays
Intervention Points for AI Impact
If AI is to shift economic outcomes, where should we intervene? The highest-leverage points sit across boards, infrastructure, and capability - defining where system redesign creates the greatest impact.
Essays exploring the national systems, infrastructure, capability, and coordination layers shaping New Zealand’s AI-era economy.
Essays
If AI is to shift economic outcomes, where should we intervene? The highest-leverage points sit across boards, infrastructure, and capability - defining where system redesign creates the greatest impact.
Essays
Many organisations say they are redesigning systems. Most are accelerating old ones. The gap between optimisation and true redesign defines whether AI drives transformation - or reinforces existing constraints.