AI AND AUTOMATION
AI content QA: why two model families catch what one misses
The problem with trusting one model to check its own workGPT-4o flags about 68% of hallucinations in AI-generated content when used as a self-reviewer. That sounds reasonable until you realise it…
AI AND AUTOMATION
AI and Data Sovereignty: Why It Matters for Australian Government
Government agencies are under pressure to do more with less, and AI is now part of that conversation. But in the public sector, the question is not simply whether AI can do the job. It is whether the…
AI AND AUTOMATION
The Case for Multi-Agent AI Architecture in Government Services
Most early AI implementations in government follow the same pattern: one chatbot, one interface, many expectations. That is fine for a demo. It is not enough for a service environment with policy…