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AI Explained - A Beginner's Guide to LLMs

A small static website that explains AI and large language models for complete beginners: tokens, training, prompting, and agents - with interactive demos and a game layer (points, levels, badges, and quizzes on every page; progress saves in the browser via localStorage). No frameworks, no build step; just HTML, CSS and vanilla JavaScript.

Pages

  • index.html - home, the 60-second version, myths busted
  • tokens.html - how AI reads (with an interactive tokeniser)
  • training.html - how models learn (with a next-token prediction demo)
  • using-ai.html - prompts, context windows, temperature, hallucinations (with a temperature slider)
  • agents.html - tool use and agent loops (with a step-through demo)
  • models.html - history of AI, the researchers behind the models, plus Copilot 365 vs Claude vs Codex: plans, limits, and setup (date-stamped snapshot)
  • australians.html - notable Australians in AI, from Ross Quinlan to Jeremy Howard
  • safety.html - what never to paste into a chatbot, and honest AI use while studying (with quiz)
  • final-challenge.html - a final hands-on challenge with a persistent checklist and the final badge
  • glossary.html - plain-English jargon buster

Hosting on GitHub Pages

  1. Create a new repository on GitHub (e.g. ai-explained). Make it Public.
  2. Upload all the files in this folder to the repository (drag-and-drop works on github.com: Add file → Upload files).
  3. In the repository, go to Settings → Pages.
  4. Under Build and deployment, set Source to Deploy from a branch, choose the main branch and / (root) folder, then Save.
  5. Wait a minute or two. Your site will be live at: https://<your-username>.github.io/ai-explained/

Any time you edit and commit a file, the site updates automatically within a few minutes.

Local preview

Just open index.html in a browser - no server needed.

About

Explains AI and concepts, ready to share and self host for anyone.

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