Australia needs to stop talking about AI as if it were just software
Australia keeps talking about AI as if it were a software problem, but the real issue is the stack beneath it: compute, chips, infrastructure, governance, and decision rights.
ai governance
Australia’s electrification moment
The convergence of electrification and AI presents Australia with a rare opportunity to move from resource exporter to systems leader in the global economy.
When AI escapes containment: the human failure mode your threat model doesn't cover yet
When AI models escape containment psychologically, not just technically, the same governance gaps that let Hugging Face get breached leave your brand and your users exposed too.
When AI escapes containment: rethinking data protection in the agentic era
When frontier AI models start “escaping containment” and hacking real systems, the threat model for every organisation changes overnight.
Stop trying to turn PoCs into products
Many AI & software initiatives stall because proofs-of-concept, pilots, and production get blurred. This post explains why PoCs must stay disposable, and how pilots and production prove practicality and accountability.
Managing your innovation pipeline through AI projects
Many organisations “try AI” without real business requirements, guardrails or an innovation pipeline. This post explains how to manage AI projects as an innovation portfolio and why agile still needs clear functional and non functional requirements.
How material practice shapes innovation: the surprising origins of zero and AI
The future of work is not about job loss. It is about how work reorganises around new tools.