Writing on AI, Machine Learning and Community.

Australian startups grow faster when AI communities connect talent, validation, feedback and practical pathways from tools to trusted products.

Compare eight Sydney AI and tech communities by audience, recent activity, cost and format, then build a shortlist with MLAI’s event-fit worksheet.

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.

Understand AI with everyday examples, a short quiz and a step-by-step look at how it works, where it goes wrong, and what to check before using it.

Compare fixed automation, AI-assisted workflows and agents on one business task. Define approvals, failure tests and costs before commissioning a build.

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.