Library
AI Special Topic Workshops
One-hour, presenter-ready sessions in browser slide decks.

Can You Tell If It's AI? Watermarking Explained
Since August 2026 most AI text carries a hidden mark. What that mark actually is, watched one word at a time; why it survives copy and paste but not a code tidy-up; the EU rule that made it worldwide; why a detector result is never proof of who wrote something; and a playground where you watermark a passage and then detect it yourself.

Which AI Is Best? Reading the Scoreboard Like a Pro
Why "which AI is best?" has no fixed answer: the Turing test's quiet ending, how benchmarks work and die, whose scores to trust, and how to spot an app faking it. Ends with a cracking investigative video.

Growing Up Digital: An AI World Tour
How AI is growing up differently around the world: UNESCO readiness check-ups for six of the Territory's homeland countries, the global trust story, and a surprising data portrait of how Australians really use AI.

Bubble Trouble: Making Sense of the AI Economy
Is AI a bubble? Why the question has no tidy answer: circular financing, the US-China chip contest, information warfare and a military arms race; and what it all means for NT organisations.

The Price of Thinking: AI Subscriptions and the New Digital Divide
The third digital divide: who gets premium AI plus instruction, who gets left out, what enterprise AI really costs, and the WhatsApp school that reached students the platforms couldn't.

Your Brain on Autocomplete: Why Writing Still Matters
What happens to thinking when AI does the writing? New brain research on "cognitive debt", plus five thousand years of writing history; clay tablets, scribes and one very sassy Mesopotamian.

Where Does Your Chat Go? Taking Care of Your Data in AI Tools
From surveillance capitalism and Cambridge Analytica to today's AI privacy settings: what "train our models" really means, the platform-by-platform guide, and what never to type at all.

Beyond the Buzzword: What Does AI-Literate Actually Mean?
AI literacy taken apart: how it differs from digital literacy, what the research scales really measure, a letter from an imagined 2026 graduate, and Australia's new guide to declaring your AI use.
Training Games
Presenter-driven games for live sessions; the room calls out the answers.

Prompt Critics: Excel with Copilot
Eight everyday Excel questions from a Northern Territory council are about to be sent to Copilot, and every one has a problem. The room calls it out before the send button gets pressed, the prompt gets fixed on screen, and the session ends with the Prompt Critic's checklist.

Prompt Critics: Darwin Business Excel
Thirteen everyday Excel questions from businesses around Darwin, a Parap cafe, a Berrimah transport yard, a harbour cruise operator, are about to be sent to Copilot, and every one has a problem. The room calls it out, the prompt gets fixed on screen, and the session closes with the Prompt Critic's checklist. Built as the entertaining finish to an Excel workshop.
Presentations
Short, self-contained presentations on cybersecurity, AI literacy and digital skills topics; 30 minutes to an hour each. They run entirely in your browser: no PowerPoint, no downloads, no installs.

Using AI in Excel: From Copilot Chat to Add-ins
Where Copilot helps in a spreadsheet, where it quietly gets things wrong, and how to check its work.

How Scammers Fake It with AI
Voice cloning, deepfake endorsements, spoofed websites and the fake casinos targeting NT communities; and the habits that still beat all of them.

Australia’s AI Laws: What’s Coming
What is actually law, what is guidance, and what the Territory has done about it.

Is This a Scam? Ask an AI
One habit, taught by doing: copy the message that feels off, paste it into an AI assistant, and ask. Two scenarios run live in the deck.

Why the Frontend Gate Fails, and the Real One Doesn't
Build the passcode gate an AI assistant writes for you, break it yourself in about ten seconds, then see what real access control does differently.

From Ranking to Being Cited
What machines actually read on your site, why llms.txt is not the standard it is claimed to be, and what the research shows earns a citation.

Putting a Website Online, Explained
The domain name you rent, the host that serves your files, the DNS that connects the two, and the certificate that locks it.

MFA and Account Security
How passwords get out, the three kinds of proof a sign-in can ask for, and why number matching beats tap-to-approve.

Mermaid: Diagrams You Write Instead of Draw
Why drawn diagrams go out of date, and the small text language that renders as one instead.

Are You a Robot? CAPTCHAs Explained
Why the pictures of buses exist, what they were really training, and what replaced them.

How Email Works
What happens between pressing send and the message arriving, and why that explains almost every impersonation attack you will ever see.

Can I Print This? How 3D Printing Actually Works
What it really takes to turn a photo of a character into a solid plastic object: two printing technologies, a size limit nobody expects, and a food-safety catch.

Can You Tell If It’s AI? Watermarking Explained
Why an AI text watermark is not a hidden character to strip out, how the green-list and red-list mechanism works, what happens when a detector is treated as proof, and a playground to run the mark yourself.

Cognitive Uploading: Thinking with a Second Brain
A tour of Gemini Notebook, the hoarding habit it is meant to break, and the contested pedagogy behind source-grounded AI: does it help you think, or think instead of you?

Ancient Plagiarism: A Thought Experiment
Humans have always built new texts out of older ones, from the Gilgamesh flood to the Synoptic Gospels. Plagiarism versus intertextuality, and what that long history changes about the anxiety over AI writing.

AI Detectors and the Base-Rate Trap
What AI-writing detectors actually do, and the number trap that makes their scores so easy to misread. Includes a live base-rate calculator that shows honest students piling up in the flagged column.

The Learning Science Behind Study and Learn
Microsoft says its Study and Learn agent is built on learning science. This deck reads the white paper closely: what the design gets right, and the gap between designed on the science and proven to improve learning.
About this site
NT World Ink holds the course materials, workshop decks and simulation tools used in cybersecurity, AI literacy, Microsoft Office and workplace digital skills training. Most courses come with Word handouts and practice files, so they can be run offline and away from this site.