Wow, I Made Something!

Learning goal

Use AI as a study assistant that accelerates preparation — without replacing the thinking you still need to do yourself.

Real scenario

A university student has 80 pages of lecture notes and an exam in two days. A language learner wants vocabulary cards generated from a text they are reading. A PhD student needs to extract the key arguments from a 200-page report.

What you gain

You can produce a well-structured set of study cards, a condensed summary, or a preparation checklist in minutes — and understand which parts of the thinking AI cannot do for you.

Learning goal

Use AI as a preparation assistant that handles the time-consuming parts of lesson design — leaving creative and pedagogical judgment to you.

Real scenario

A secondary school teacher needs to adapt a complex history text for students with reading difficulties. A language teacher wants to generate ten varied exercises from a single vocabulary list. A trainer preparing a workshop needs a timed agenda and a list of discussion questions.

What you gain

You can adapt any text to multiple reading levels, generate varied exercise formats on demand, and cut lesson preparation time significantly — without losing control of the pedagogical choices.

Learning goal

Use AI to raise the quality and speed of your written output, while maintaining your own voice and judgment.

Real scenario

A project manager needs to summarise a two-hour meeting into a one-page action plan. An employee must write a formal complaint to a supplier in a language they do not speak fluently. A consultant needs to restructure a draft proposal that is technically correct but hard to read.

What you gain

You can produce polished, well-structured professional documents in a fraction of the usual time — and know how to prompt AI to match your tone, context, and constraints.

Learning goal

Use AI to handle the volume of text that characterises public sector work — while maintaining the verification and accountability standards that institutional roles require.

Real scenario

A policy officer must brief a minister on a 300-page EU regulation before tomorrow's meeting. A municipal communications officer needs to rewrite a complex administrative notice for general audiences. A public procurement officer wants to compare two tender responses across 15 criteria.

What you gain

You can extract key points from dense official documents, rewrite administrative language for clarity, and use AI to support — not replace — your professional judgment on decisions that carry institutional weight.

Learning goal

Use AI to accelerate the operational parts of journalism — while maintaining the editorial standards and verification practices that distinguish journalism from content generation.

Real scenario

A reporter has three hours of recorded interviews to transcribe before a deadline. A data journalist needs to identify the key findings in a 500-row spreadsheet. A freelance writer is looking for a distinctive angle on a well-covered story.

What you gain

You can transcribe, summarise, and synthesise source material at speed — and you know exactly where AI assistance ends and journalistic judgment must take over.

Learning goal

Use AI to produce professional-quality outputs across multiple functions — so that small teams can operate with the reach and polish of much larger organisations.

Real scenario

A founder needs a pitch deck structured and polished overnight before an investor meeting. A market stall owner wants to create a professional social media presence without a designer. A small NGO needs to apply for three different grants with tailored versions of the same application.

What you gain

You can produce investor-ready documents, consistent visual content, and targeted communications — and understand which AI-assisted outputs require human review before they represent your organisation publicly.