Insights
Practical guidance for using AI safely in Australia.
Prompt engineering for people with real work to do
One team leader's request for a staff message about a policy change, followed from a vague first attempt to a version she could send, with the reasoning behind each fix.
Five habits for better AI answers
Most weak responses trace back to the request. Each of these takes under a minute and saves most of the rework.
What not to paste into an AI chatbot
A three-column guide for sorting material before it goes into a prompt, five questions to ask first, and the safer way to get help with sensitive work.
Let the AI attack your draft before anyone else does
Most people use AI to write and polish. It is at least as useful as a hostile first reader that finds the weak points while you can still fix them, and here is one prompt to try today.
APRA CPS 234 and AI: what financial services CISOs need to know
How CPS 234 applies to AI tools at banks, insurers and super funds, what APRA's April 2026 AI letter expects, and how to assess an AI vendor.
Why your SIEM needs AI audit logs
Proxy logs show staff reached an AI tool, not what they sent. What useful AI audit events look like, how to get them into a SIEM, and what to detect.
The governance gap in enterprise AI deployments
Most organisations adopted AI faster than they built controls for it. Where the governance gap sits, and the policy, logging and oversight that close it.
Deploying AI in Australian Government: a practical governance guide
What the PSPF, the DTA's AI policy and the ISM now require of a government AI rollout, with the December 2026 deadline and a pilot plan that survives audit.
IRAP, the ISM and AI: what security managers need to know in 2026
The ISM now has AI-specific controls. What they ask for, what an IRAP assessment does and doesn't tell you about an AI service, and what to ask vendors.
What Australian teams should check before using overseas AI
Where prompts are processed, who can compel access, what the vendor keeps and who can read it: the questions to settle before overseas AI touches your data.
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