AI, Learning & Human Judgement

How can we use AI to improve teaching and learning without outsourcing the thinking that makes learning possible?

AI can help teachers plan, create, communicate and solve problems. It can also make it remarkably easy to bypass the thinking that learning depends on.

A teacher and students exploring artificial intelligence together in a classroom
Price
EUR 580per participant, incl. VAT
Next date
Starts 19 April 2027
Duration
6 days + 1 optional online follow-up (30 learning hours)
Erasmus+ KA1 eligibility
Suitable for KA1 funding applications
More details
Format
In person
Location
Stockholm, Sweden
Venue
Details to follow
Language
English
Designed by
Nick Praulins

Schools are already deciding about AI

Teachers are using AI to prepare lessons, generate resources and provide feedback. Pupils are encountering tools capable of producing convincing answers in seconds. But faster work does not necessarily mean better learning.

These are questions schools need to confront now.

You'll leave able to

  • Explain how large language models generate answers
  • Write, test and verify effective prompts
  • Build workflows that improve teachers' work
  • Redesign assessment where AI is available
  • Make informed, age-appropriate classroom AI decisions

Dates

  • Starts 19 April 2027

    In person · Stockholm, Sweden · Venue to be confirmed

    Register
  • Starts 25 October 2027

    In person · Stockholm, Sweden · Venue to be confirmed

    Register

Registering interest is free. A course run is confirmed once at least six participants have registered their interest. Until then, neither a place nor a course run is guaranteed. Booking terms →

Need another date? →

None of these work? We’ll email you when new dates open.

Course details

Programme & method

Programme at a glance

Day 1

AI without the mystery

What AI is, how language models work and why they hallucinate.

Day 2

Learning to work with AI

Prompts, context, verification and repeatable workflows for real tasks.

Day 3

The teacher's work, reconsidered

Teacher tasks and a workload audit: automate, augment or keep human.

Day 4

What happens to learning?

Cognitive offloading, memory, productive struggle and what learning requires.

Day 5

AI enters the classroom

Age-appropriate practice, assessment redesign and your AI Practice Portfolio.

Day 6

Your AI practice, in context

Presenting your portfolio, peer critique and a plan for your school.

How you'll learn

Every course we run is built on what research says makes professional learning change practice. Here is what that looks like in this one.

Build knowledge

Understand how language models work, including tokens, context and why a confident answer may still be wrong.

Set your goal

Identify one recurring professional task and one classroom decision to work on throughout the course.

Practise the technique

You will work in a fixed triad throughout the course. For each practical technique, you will see it modelled, try it yourself, receive focused feedback and improve it.

Embed it in practice

Short retrieval activities at the start of each day help you return to and use what you learned earlier in the week.

Evidence & methodology

The course is informed by the OECD and European Commission AI Literacy Framework, alongside Nordic AI-literacy work including Faktabaari EDU.

Practicalities

Price & what's included

EUR 580 per participant, incl. VAT

What is included

Facilitation and all course materials, a certificate of attendance, a selection of cultural activities in Stockholm, and fika every day: tea, coffee, something baked and something healthy.

Not included

Meals, travel and accommodation.

Come as a team

Come as a team. Ask us about bringing this course to your school.

Accessibility, language & prior knowledge

Language
English
You need English at around CEFR B2, enough to take part comfortably in discussion.
Who it's for
Individual teachers working with primary, middle or senior pupils. You will adapt the work to your own subject, age group and school context.
Accessibility
Tell us about any access needs when you enquire, so we can discuss appropriate arrangements.

Why Stockholm

Most courses run at our base in Vasastan, a few minutes' walk from Odenplan, with cafés and a park close by. We confirm the venue with each group before the course. Arlanda is about 40 minutes away by commuter train or airport coach, with no change needed. Between sessions there is time to walk by the water and reflect. We find people learn better that way.

Getting here and where we work →
Erasmus+ & funding
Activity
Designed for teacher professional-learning mobility. Funding eligibility is confirmed against the scheduled run and your organisation’s application.
Course code
S-AI-04
Funding
Erasmus+ KA1 teacher mobility. Your organisation confirms eligibility and funding with its National Agency.
Provider
The Nordic Learning Company AB, Stockholm, Sweden
Funded by Erasmus+? Coordinator information →
Designed by

Nick Praulins

Nick Praulins is co-founder of The Nordic Learning Company, where he leads our work with schools and educators, shaping the learning philosophy, pedagogy and programme design behind its education practice.

View profile →
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Before you book

Can we use Erasmus+ funding?

Erasmus+ KA1 teacher mobility. Your organisation confirms eligibility and funding with its National Agency. We complete the Europass Mobility document for participants who request it.

What if I need to cancel?

You can move to another date or send a colleague at no cost. If you cancel more than four weeks before the start, we keep 30% of the fee; inside four weeks, we keep the full fee. If we cancel, you choose a full refund or another date.

Do I need experience with AI?

No. Teachers with no AI experience start with the fundamentals, and every day includes practical activities. Experienced users are challenged to test, refine and question how they already work.

Is this course suitable for primary teachers?

Yes. Primary teachers need AI literacy to make sound decisions for their pupils. The course does not recommend giving primary pupils direct access to generative AI tools. It draws on precautionary Nordic guidance, such as Norway's, which advises caution rather than imposing a total legal ban.

What you’ll leave with

Practical AI skills, tested resources and clear judgement about where AI belongs.

EU Pact for SkillsSweden

Erasmus+ is the European Union’s programme for education, training, youth and sport. The Nordic Learning Company AB is an independent course provider, not endorsed by the European Commission or any National Agency. Member of the EU Pact for Skills. Based in Stockholm.

EUR 580 per participant, incl. VAT

Starts 19 April 2027

Register