Intermediate
Guidance for generative AI in education and research
Start: Begin with how GenAI works, then read the questions about use and policy.
English · Complete UNESCO guide, 2023; not a book summary.
Digital fluency, information literacy & cyber safety
Responsible AI use
Understand useful roles for AI, give clear instructions and check its facts and sources yourself.
How to learn
Understand AI and machine learning
Distinguish rule-based programs from models that learn from examples. Explain possible errors with an example.
Set a clear, bounded task
Specify the task, audience, necessary context and boundaries. Use fictional samples instead of private data.
Check outputs and sources
Compare facts with original sources, check calculations and read whether cited links support the claim.
Keep human responsibility
Explain what you changed, why and where AI assisted. Try explaining the same problem without assistance.
Books & guides
Intermediate
AI competency framework for students
Start: Review the four dimensions; begin at the Understand level.
Open educational framework; use the English publication link for the full document.
Put it into practice
Research & frameworks
Courses & resources
Elements of AI — Introduction to AI (opens in a new tab)Free course; sign-up or login is required for complete access.
Start: Chapter 1 — What is AI?; later Chapter 6 — Implications.
Microsoft Learn — Embrace responsible AI principles and practices (opens in a new tab)Free lessons; sign-in is required to record an assessment on a profile.
Start: Prepare for responsible AI → Identify guiding principles for responsible AI.
Google — Introduction to Machine Learning (opens in a new tab)Free reading; no login required.
Start: Open What is Machine Learning?, then try Check Your Understanding.