Writing on AI, Machine Learning and Community.

How many people use artificial intelligence? Over 1B.

What is intelligent agent in artificial intelligence? Learn how agents perceive, decide, act and support goal-directed AI workflows.

Understand the US$1 billion unicorn threshold, inspect five sourced Australian valuation events, and model dilution in a transparent founder calculator.

A practical Australian founder operating guide for the first 90 days, with evidence-based experiments, decision gates and a private in-browser experiment ledger.

A plain-English guide to AI, machine learning and generative AI, with an interactive AI-or-not exercise and a practical human-check workflow.

What is agent in artificial intelligence? Learn the core definition, how AI agents work, the main agent types, and how agents differ from assistants, bots, and fixed automation.

How to startup a small business in Australia with practical steps on planning, structure, registrations, tax setup, and early cash flow decisions.

A plain-English guide to artificial general intelligence, how AGI definitions differ, and an interactive worksheet for testing AGI claims against real evidence.

What is artificial intelligence used for? Learn the main everyday and business uses of AI, from pattern recognition and recommendations to automation and decision support.

Learn what founders clubs are, why they work, how different models create value, and what to check before joining one.