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AI Education Guides

Practical AI training material for people who want to move beyond basic prompting and search.

The aim is to explain how AI is changing work in plain English, with examples that can be used by non-technical professionals, leaders, and teams.

Start Here

  • AI: What Changed Over the Last 12 Months explains the move from chat tools to AI-assisted workflows, agents, and operating models.
  • Break Down Complex Tasks gives readers a reusable prompt for turning vague tasks into clearer instructions.
  • Personal AI shows how the same ideas apply to travel photos, household admin, family projects, and charity work.
  • Travel Photobook Example gives a practical way to use AI with diary notes and photos without uploading a whole photo library to a chatbot.
  • AI Operating Loops shows how to put AI into real work with goals, boundaries, evidence, and review.
  • Cost, Evidence, And Human Agency explains why AI adoption now needs budget discipline, proof of value, skills protection, and clear accountability.
  • Recent AI Signals turns the latest AI newsletter themes into practical lessons for readers.
  • Executive AI Patterns shows twelve ways leaders are using AI as a thinking partner, coordinator, and execution layer.

Authoring Model

This site is deliberately lightweight:

  • Write guides in Markdown.
  • Keep source content in GitHub.
  • Build the static site with MkDocs Material.
  • Deploy automatically to Cloudflare Pages from GitHub Actions.
  • Use Cloudflare Access when the audience should be restricted.

Content Principles

  • Keep examples practical and plain English.
  • Separate safe public examples from confidential workplace information.
  • Treat AI as a workflow tool, not just a search box.
  • Show readers what to try, what to check, and when human judgement is required.