For the first time, AI gives live events real telemetry: computer vision crowd analytics, emotion detection and real-time sentiment. Part 3 surveys the AI measurement stack — and the privacy and metric-capture caveats it demands.
Shadow AI — employees using unapproved AI tools at work — is now widespread in Australia, where 58% of people already use AI tools. Why it’s happening, the genuine data and compliance risks, and how organisations should respond without killing productivity.
Sydney’s AI engineering market in 2026: agentic AI and autonomous agent architecture, RAG and LLM fine-tuning, LangChain/CrewAI enterprise integration, and the AI governance requirements reshaping finance and government deployments.
Designing interfaces that serve both human operators and autonomous AI agents is the hardest UX problem I’ve worked on. Four principles — legibility, guardrails, calibrated trust, and the interface as control plane — plus what the EU AI Act now requires, drawn from real work at Validera.
