AI training
How to prepare an AI workshop around real work
A practical guide to choosing suitable tasks, setting data boundaries and helping a team practise with AI without turning the session into a tool demonstration.
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Understand the tools.
Think about the work.
Practical reading for teams deciding where AI might help. Clear sources, sensible boundaries and no promise that one tool fixes everything.
How we handle evidence and corrections ↗Start with your
next decision.
6 articles
Source notes
July 2025 source note: choosing AI investments
An archival note on CSIRO’s AI investment guide, with a direct link to the original release.
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A practical AI implementation guide for Australian businesses
A workflow-first method for choosing a use case, setting controls, running a contained pilot and deciding whether an AI system deserves to become part of everyday work.
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Choose the simplest automation that fits
Separate reliable rules, AI-assisted drafts and decisions that need a person.
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Read CSIRO’s AI investment guide with your workflow in mind
A practical reading companion for deciding which AI project deserves a pilot.
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How to measure whether AI is improving a workflow
A practical measurement approach that includes quality, checking, rework and risk, not just the speed of the first generated answer.
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