Most people learn to use AI by trial and error, and a lot of them do it with whatever free tool they found first. That works, up to a point. A little structured learning will get you better results, faster, and help you avoid the mistakes that cause real harm,… Continue Reading How to learn AI skills: a free, self-paced guide for office workers

Ask most business leaders how to make AI responsible and the first answer is about technology: better models, better filters, better tools. In my experience the answer is closer to home. Responsible AI is mostly a governance job. It is about who is allowed to use AI for what, who… Continue Reading Responsible AI starts with governance: a practical guide for Adelaide businesses

When a business asks for an AI solution, the request almost always describes what it should do. Summarise our emails. Draft our reports. Answer staff questions about policy. What it rarely says is how well, how quickly, how safely and at what cost. That second half has a name: non-functional… Continue Reading Non-functional requirements explained: a new architect’s guide, with an AI project example