This week, we focus on the proposal to introduce digital technology literacy as a compulsory subject in primary and lower secondary schools. With the advent of artificial intelligence and other digital technologies, it has become more critical that students understand the increasingly important role of technology in our society. This requires a general education subject that can equip students with the necessary digital competencies and enable them to relate critically to the knowledge and technologies they encounter daily. 

When we become wiser about technologies and their possibilities in teaching, it will also be easier to navigate and apply them where it makes sense.

Consultation on digital technology literacy

Last week, the Danish Ministry of Children and Education and the Committee for Digitalisation held a hearing at Christiansborg, where Professor Ole Sejer Iversen and Dean Jakob Aagaard Harder participated. Their message was clear: digital technology literacy should be introduced as a compulsory teaching subject in primary schools.

One of the main challenges of the current draft is that it is proposed to be introduced as an elective. This will likely result in boys primarily interested in technology choosing the subject, which may create an A and B class where some students do not get the opportunity to work with digital technology understanding.

Jakob Aagaard Harder also pointed out the need for massive in-service training of teachers to handle the task but stressed that it is not impossible.

Malte Von Sehested from the IT Rope has gathered the most essential points from the consultation:

  1. The Minister of Children and Education, Mattias Tesfaye, stressed that our children must be equipped to navigate this landscape in a world where digitalization is ubiquitous.
  2. The pilot program has shown positive results. Students engage with it, experience relevant teaching, and understand technology’s place in the real world.
  3. Whether a new subject should be independent or part of existing courses is still debatable. There are advantages to both approaches, but the most important thing is that all students, regardless of which method is chosen, are allowed to understand and work with technology.
  4. We can’t talk about technology without also addressing the lack of diversity. Girls, in particular, need to be more involved in technology-related subjects. It’s about more than just fairness; it ensures a broad and versatile understanding of technology.
  5. Implementing technology literacy in primary school is not a quick fix. This requires a strategic approach, time, investment in education, and the development of teacher competencies.

The entire hearing can be revisited on the Danish Parliament’s website, and it is worth a visit.

Tv fra Børne- og Undervisningsudvalgets møder

Below, we have gathered several sources on the subject:

Uddannelsesledere til regeringen: Teknologiforståelse som valgfag vil øge polarisering
Seks argumenter til opslagstavlen Hvis teknologiforståelse bliver et valgfag, som regeringen lægger op til i sit skoleudspil, vil det primært blive valgt af de teknologi-kompetente drenge, skriver en professor og fem uddannelsesinstitutioner. Blandt de seks er Faculty of Arts - Aarhus Universitet de
Alliancen for digital teknologiforståelse
Danske Erhvervsskoler og -Gymnasier er med i ny stor alliance, der vil arbejde for, at teknologiforståelse indføres som faglighed i uddannelsessystemet på alle niveauer.
Uddannelsesledere til regeringen: Teknologiforståelse som valgfag vil øge polarisering
Hvis teknologiforståelse bliver et valgfag, som regeringen lægger op til i sit skoleudspil, vil det primært blive valgt af de teknologi-kompetente drenge, skriver en professor og fem uddannelsesinstitutioner.
Teknologiforståelse som valgfag i folkeskolen giver ulighed hos børn og unge
Vi introducerer vores børn til at færdes i trafikken. Men når vi slipper dem løs på internettet, har det i alle årene været uden kørekort til det mest basale i den digitale verden. Derfor er det godt, at regeringen har digital teknologiforståelse med i sit nye folkeskoleudspil. Men vi skal skrue op…

ChatGPT-4 becomes multimodal

OpenAI has just updated ChatGPT-4 to now be multimodal. This means one no longer has to switch between functions such as data analysis, image generation, or web searches. 

With this update, the tools are integrated so that, for example, you can ask ChatGPT to do image analysis, then search for additional information on the web and generate new images based on this further information. At the same time, it has also become possible to upload multiple document types and multiple documents at a time.

We have additionally noticed that ChatGPT has been updated with new data, and it appears that the latest data is from April 2023.

New article on viden.ai

Christian and Niels have written an article examining OpenAI’s proposal for using the language model in teaching. They have adaptedhe it to a Danish context, which has resulted in a pretty nice article.

In particular, we recommend that you try out the prompt they have developed yourself, as it contains a method to get ChatGPT to ask questions and collect information that it needs to process.

Read their exciting article here:

OpenAI: Officiel guide til anvendelse af ChatGPT i undervisningen - Hvordan kan vi bruge den i Danmark?
Skaberne bag ChatGPT, OpenAI, udgav den 31. august en guide til undervisere med et bud på, hvordan man kan anvende ChatGPT i undervisningen, vi har i denne artikel valgt at kaste et kritisk konstruktivt blik på mulighederne ud fra en dansk undervisningsoptik. Guiden til underviserne fra OpenAI in…

News

Lærere på jagt efter læring med ChatGPT
Nye tal: Mange børn bruger ChatGPT i skolen
Mange børn bruger allerede ChatGPT i skolen, viser en ny undersøge. Men de er forvirrede over reglerne, og lærerne famler i blinde. Ministeriets vejledning er ikke klar før til foråret, siger Tesfaye.

Bag betalingsmur

Stairway to Heaven eller Road to Hell?
Professor om sprogmodeller: ChatGPT tager ikke vores job endnu | Ingeniøren
Sprogmodeller som GPT-4 har markante begrænsninger, men teknologiens udvikling går hurtigt, og der skal mere digital dannelse og regulering til.
Lov og ret for ChatGPT
AI. Den britiske regering inviterer til internationalt topmøde for at diskutere fælles retningslinjer for kunstig intelligens. Det er ikke en dag for tidligt, mener forsker i AI-sikkerhed.

Bag betalingsmur

Hjælp til frihedsgrader i din PBL- undervisning
Gratis ideer!
Her bliver eleverne allerede nu undervist i kunstig intelligens
På Langebjergskolen bliver eleverne undervist i kunstig intelligens. Her er erfaringen, at der er meget stor forskel på, hvor gode eleverne er til at forstå og reflektere over de nye chatbots.
Med denne nye danske chatbot slipper lærerne for at være ‘i lommen på big tech’
Chatbotten SkoleGPT er udviklet specifikt til, at lærerne kan undervise i kunstig intelligens uden at frygte for at bryde nogen regler. Og ifølge en af udviklerne bag den danske chatbot er den faktisk også på nogen områder mere egnet til undervisning.
Virksomhedsleder: Manglen på kvinder i it begynder i hjemmet
Vores ubevidst stereotype opdragelse af piger og drenge påvirker kvinders valg af karriere og får mange af dem til at fravælge it, mener Karina Wellendorph, adm. direktør i Visma Dataløn og Proløn.

Bag betalingsmur

Kina har verdens mest omfattende lektiehjælpsindustri: “Hvis ikke du kommer til os, så uddanner vi dit barns konkurrent”
Førende kinesisk forsker er i Danmark for at undersøge vores forhold til den private såkaldte skyggeundervisning. Folkeskolen har mødt hende til en snak om, hvad er sker, når uddannelse bliver en pengemaskine og om, hvorfor det endnu ikke er sket herhjemme.
Khan Academy: An AI Revolution In Education Or Threat To Human Skills?
Will Khan Academy’s Khanmigo teaching assistant help teachers to teach human skills?

Scientific Articles

In our research, we often come across new scientific articles and would like to highlight the most interesting ones.

Generative artificial intelligence (AI) in education
Fine-tuning ChatGPT for Automatic Scoring
This study highlights the potential of fine-tuned ChatGPT (GPT-3.5) for automatically scoring student written constructed responses using example assessment tasks in science education. Recent studies on OpenAI’s generative model GPT-3.5 proved its superiority in predicting the natural language with…
ChatGPT-3.5 as writing assistance in students’ essays - Humanities and Social Sciences Communications
Humanities and Social Sciences Communications - ChatGPT-3.5 as writing assistance in students’ essays
Paper page - CodeFusion: A Pre-trained Diffusion Model for Code Generation
Join the discussion on this paper page

This Week’s Recommendation

This week, we recommend listening to AI Denmark’s podcast, “Is AI a Climate Sinner?”
AI Denmark writes about the episode:

💡
It is now a known problem that the Internet and large data centers use large amounts of power. It is estimated that the grid and data centers account for approximately 2 percent of our total CO2 emissions, which is about the same as the airline industry.

Therefore, we must, of course, focus on how we can streamline and save energy and reduce CO2 emissions as well – and this also applies to the Internet and the current explosion in the use of generative artificial intelligence.

It isn't easy to get exact figures without making a lot of estimates and assumptions. Still, despite the challenges, fortunately, many try to analyze the power consumption – hoping that it can also help to start streamlining and optimizing the large language models.

I have visited the studio of Kasper Groes Albin Ludvigsen, who has written several articles with estimates of how much electricity and CO2 the major language models cost.

Listen to the podcast here: