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.
Kate Carruthers
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.
When AI escapes containment: Superintelligence, cyber risk, and protecting your data
When frontier AI models start “escaping containment” and hacking real systems, the threat model for every organisation changes overnight.
AI coding tools and the junior talent pipeline: a capability problem, not a tooling problem
AI coding tools have moved from novelty to infrastructure. The question is no longer whether developers will use AI - they already do. The real question is what this means for junior talent and the skills pipeline Australian organisations depend on.
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.
Bringing AI products to life
Most organisations have AI ideas but lack a disciplined AI development lifecycle. This post outlines a practical, governed process from problem framing to FinOps‑aware operations for AI products