AI Insights
RAG Chunking: 7 Steps to Better Retrieval
RAG chunking tuning in seven steps: build eval sets, tune chunk size and overlap, then add contextual retrieval and reranking. Read the 2026 builder guide.
AI Insights
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AI Insights
Australian Marketing Rules That Don’t Actually Exist
Seven widely-believed Australian advertising rules we could not find in any statute, and four real changes that make common marketing copy obsolete. Each absence states what was searched.
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AI Insights
What Australian Clinics Can and Can’t Say in Advertising (2026)
Section 133 of the National Law does not work the way clinic marketing assumes. The testimonial ban is narrower than the folklore, the title rules are wider, and Ahpra's own published penalty figures are out of date.
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AI Insights
Licence Numbers in Tradie Advertising: The Rule in Every Australian State (2026)
Whether a licensed tradie must show a licence number in advertising depends entirely on the state and the trade. Three jurisdictions have no rule; the NT added one on 1 July 2026. The verified position everywhere, with penalties calculated from the Acts.
AI Insights
AI Agent Memory Architecture: A 2026 Guide
AI agent memory architecture explained: the four memory tiers, what to store, how to retrieve it, and how to test it. Read the full 2026 builder guide.
AI Insights
AI for Pharmacies in Australia: 2026 Guide
AI for pharmacies in Australia: what an AI teammate can safely handle, what stays with the pharmacist, Pharmacy Board guidance and onshore hosting. Read more.
AI Insights
How to Red-Team an LLM App: A 7-Step Guide
How to red-team an LLM app in seven steps: threat model, automated scans, indirect injection, PyRIT, agency limits and CI regression tests. Start today.
AI Insights
AI Product Pricing Models: Seat, Usage or Outcome?
AI product pricing models compared: per-seat, usage-based and outcome-based, with a hybrid design method and an Australian lens. Read the guide first.
AI Insights
AI for Dental Practices in Australia: 2026 Guide
AI for dental practices in Australia: what AI teammates handle, what stays clinical, Ahpra and privacy rules, onshore hosting, setup time. Read the guide.