¶ Education and AI Literacy
¶ The Fifth Cultural Skill
After reading, writing, arithmetic and basic digital competence, AI literacy becomes the fifth cultural skill. Anyone who does not understand how an algorithm makes decisions, what data it uses and where its limits lie cannot act as an informed citizen or employee.
Switzerland has the opportunity to set global standards in AI education -- if it invests now.
¶ AI Literacy from Secondary School
¶ What AI Literacy Means
AI literacy is not a programming course. It is about:
- Critical thinking about algorithms: How is a search result produced? Why does the app show me this news item and not that one? Who benefits from the ranking?
- Data protection awareness: What data am I sharing? What happens to it? Who has access?
- Recognising AI-generated content: Deepfakes, synthetic texts, manipulated images -- the ability to distinguish real from generated content becomes a democratic core competence.
- Responsible use: When is deploying AI sensible, when problematic? Which decisions should humans make?
¶ The Urgency
The KOF Swiss Economic Institute at ETH Zurich has measured it: in the first eight months after the launch of ChatGPT, job postings for programmers fell by 20 per cent and for image generation by 17 per cent [1]. Avenir Suisse puts the number of office workers in direct AI competition at 490,000 [2]. These are not figures for 2040 -- they are now.
Anyone leaving secondary school today without AI literacy enters a labour market that is changing faster than any retraining programme can keep up with.
¶ ETH and EPFL as National Competence Centres
ETH Zurich and EPFL are to become national competence centres for AI education [3]. This means not only cutting-edge research but also:
- Teacher training: Educators must themselves understand AI before they can teach it. ETH and EPFL can offer continuing education programmes for teachers at all levels.
- Curriculum development: Age-appropriate curricula for lower secondary (foundations), upper secondary (deepening) and vocational education (application).
- Open Educational Resources: Freely accessible materials in all four national languages, so that not only grammar school pupils in Zurich benefit, but also apprentices in Appenzell.
¶ Lifelong Learning: Not an Option but a Necessity
The half-life of professional knowledge is shrinking. What is learnt today is partially obsolete in five to ten years. This affects not only IT professions but also lawyers, doctors, engineers and tradespeople who increasingly work with AI-powered tools.
¶ Swiss Vocational Education as an Advantage
Switzerland's dual education system -- the combination of workplace practice and classroom theory -- is a competitive advantage [4]. It is more flexible than purely academic systems and can integrate AI modules into existing curricula more quickly. Professional associations, industry organisations and companies are directly involved.
¶ Retraining the Generation 40+
The greatest challenge lies not with the young but with the generation 40+. Administrative staff, bookkeepers and analysts who have been doing the same job for twenty years need realistic retraining pathways -- not six-month boot camps that miss the workplace reality.
Switzerland currently spends around CHF 40 billion per year on education [5]. A targeted increase in funding for AI education and retraining -- an estimated CHF 500 million to 1 billion annually -- would be an investment, not an expense, given the fiscal risks from job displacement.
¶ AI-Based Impact Assessments
A particularly promising application of AI education lies in democracy. When voters can access understandable, AI-powered impact assessments before every vote, it improves the quality of democratic decisions (see Democracy).
The prerequisite is that the population can critically evaluate AI-generated information. Without AI literacy, the AI impact assessment becomes an oracle that is blindly trusted -- the opposite of informed democracy.
¶ What Other Countries Are Doing
- Finland: The programme "Elements of AI", launched in 2018 by the University of Helsinki, has reached over one million participants worldwide -- free of charge, in 25 languages [6].
- Estonia: Programming classes from the first grade since 2012; AI modules since 2019 [7].
- Singapore: AI Singapore (AISG) offers free AI courses for all population groups, from school pupils to pensioners [8].
Switzerland can learn from these models -- and combine them with its strength in vocational education.
¶ Conclusion
AI education is not a niche topic for computer scientists. It is the prerequisite for the Swiss population to seize the opportunities of AI and control its risks -- as employees, as entrepreneurs and as voters.
¶ Sources
[1] Gmyrek, P. et al.: Generative AI and Jobs. KOF ETH / ILO Working Paper, 2023.
[2] Avenir Suisse: Digitalisation and the Labour Market in Switzerland, 2024.
[3] Swiss Federal Council: Artificial Intelligence Strategy, 2024.
[5] Federal Statistical Office (FSO): Public Education Expenditure in Switzerland, 2023.
[6] University of Helsinki / Reaktor: Elements of AI.