Discover AI-adaptable worksheets

Learners critically examine the supposed neutrality of algorithms and understand how AI systems can reproduce and cement social inequalities.

Content and methods:

The worksheet provides a theoretical introduction to the problems of machine learning and illustrates these using a case study. By analyzing factual texts and working through reflection questions, learners examine mechanisms such as the “black box problem,” proxy variables, and the ethical consequences of algorithmic decisions.

Skills:

• Recognizing bias in technical systems and questioning the objectivity of data.
• Discussing responsibility and accountability in the context of automated processes.

Target group:

Grade 11 and above.

Learners analyze the concept of data capitalism, identify the economic value of personal data, and evaluate the key opportunities and risks of data trading.

Contents and methods:

The worksheet deals with data capitalism and the role of personal data as a “currency.” Using the example of the fictional character Nala, the types of data shared and their economic interest for companies are examined. The economic value of data, the role of data brokers, and the use of profiles by companies are discussed. A sorting exercise traces the flow of data from release to corporate use. Subsequently, argumentative texts highlight the perspectives of consumer representatives, business representatives, and small business owners on the opportunities and risks of data trading in order to summarize the most important arguments in a concluding table and write a reasoned statement.

Skills:

• Analysis of data flow and economic interdependencies in data capitalism.
• Assessment of the opportunities and risks of trading personal data from different perspectives.
• Reasoned statement on a socially relevant economic topic.
• Summary and structuring of complex factual texts.

Target group:

Grade 9 and above

Learners critically examine the effects of AI in everyday applications on individuals and society.

Content and methods: Learners first reflect on where they encounter AI in everyday life in a mind map. This provides a good introduction to the topic. Alternatively, a video is provided that addresses AI in everyday life and can be used as a further introduction. Learners then examine an Instagram post and a newspaper article that shed light on how a selected AI application works in everyday life. Open-ended questions are provided to deepen their understanding of the content. Based on this, learners watch a video from the "kurzgesagt" on the future of artificial intelligence and society. A related assignment is given.

Skills:

• Technical expertise
• Critical reflection on AI and its everyday uses
• Global perspective

Target group and level: Grade 8 and above

The worksheet introduces pupils to the complex interplay between human psychology, biology and modern technology. It examines how humans experience emotions and whether artificial intelligence (AI) is capable of “understanding” them.

Content and methods: Learners first explore the basics of our emotions. They then learn more about how AI works to read emotions in an informational text. Afterwards, they take a closer look at the current possibilities of AI in a video clip. In both cases, learners are given comprehension questions. Finally, learners read a diary entry about a selected emotion. The learners work out whether the text was written by AI or by a human being.

Competencies:

• Technical competence: Acquisition of specialist knowledge about biological chain reactions and technological pattern recognition
• Judgement skills: Critical reflection on the use of emotion AI in the classroom and evaluation of ethical and practical consequences
• Analytical skills: Examination of texts (diary entry) for emotional authenticity and differentiation between human language and AI-generated structures

Target group and level: 8th - 10th grade

Objective: The worksheet aims to raise learners' awareness of the opportunities and risks associated with artificial intelligence (AI). They should learn to analyze different perspectives and make critical decisions in this controversial field of the future.

Content and methods: Learners first develop their own definition of artificial intelligence and are provided with a content basis through a case study. Using tables and role analysis, they evaluate opportunities and risks as well as the perspectives of various actors. Finally, they take a reasoned position in a decision-making task and reflect in a group on rules for the responsible use of AI.

Competencies:

• Understanding AI: Defining and distinguishing between the opportunities and risks of AI.
• Changing perspectives: Analyzing complex problems from different roles and attitudes.
• Critical thinking: Weighing technological progress against ethical and social risks.
• Decision-making skills: Developing well-founded decisions in a controversial context.

Target group and level: The worksheet is aimed at students from the 8th grade onwards and is also suitable for upper secondary school.

Students explore the origins of artificial intelligence (AI) and examine one stage of its development in detail.

Methods and content: The worksheet begins with the historical and philosophical roots of the idea of AI. Text analysis and multiple-choice questions are used to explore the philosophical foundations laid by René Descartes and Gottfried Wilhelm Leibniz. In the second part, practical developments are examined on the basis of a selected event. This involves analysing an audio source and completing transfer tasks. Finally, as an optional extra, a chronological sorting task can be completed as part of a video analysis to classify important historical milestones.

Skills:

• Critical thinking: Analysis of philosophical arguments and answering multiple-choice questions.
• Media literacy: Use of audio and video sources to obtain and summarise information.
• Transfer skills: Transferring historical observations to modern AI applications and evaluating their significance today.

Target group and level: From Year 7 onwards.

Learners should understand the concept of the digital footprint, become aware of its risks, and learn specific strategies for reducing it and protecting their online reputation.

Content and methods: 

The worksheet introduces the topic of digital footprints (active/passive) and cookies and highlights the associated social and individual risks. The methods used include a video, a practical self-assessment of one's own digital footprint, analysis of a specialist text on a selected risk, and concluding tips on digital security and reducing one's footprint.

Skills:

• Acquiring and applying knowledge about active and passive digital footprints
• Critical reflection on one's own online presence and the potential risks
• Analysis of the social and individual effects of data misuse
• Implementation of practical strategies to improve digital security and protect privacy

Target group and level:

Grade 10 and above

Objective: The worksheet aims to raise learners' awareness of the environmental impact of artificial intelligence (AI). It trains them to critically analyse the energy and resource consumption of data centres in order to develop strategies for the environmental sustainability of AI technology, particularly through the use of renewable energies.

Contents and methods: The worksheet begins with a warm-up on the learners' personal attitudes towards AI and climate change, followed by information about AI data centres in a selected country/city. Learners analyse advantages and environmental risks using text and cause-and-effect analyses. Methods such as group research, perspective changing and decision-making encourage reflection on sustainability and concrete measures for environmental responsibility.

Competencies:

• Sustainability awareness: Understanding the ecological footprint of digital technologies (energy and resource consumption).
• Critical analysis: Weighing technological advantages (climate research, smart farming) against environmental risks.
• Problem solving: Developing concrete strategies to promote energy efficiency and the use of green energy sources for AI.
• Understanding of roles: Making informed political decisions from an environmental policy perspective.

Target group and level: Years 8–10 (middle school)

ESD:

• 12: Responsible consumption and production patterns: This addresses the challenge of raw material extraction (rare earths) and the need for recycling and sustainable procurement.
•  13: Climate action: The text highlights the role of AI in reducing global emissions and in climate research.

Students investigate how artificial intelligence is transforming a specific field, gaining an understanding of both the benefits and challenges of AI. The goal is to develop critical awareness of AI’s capabilities, ethical issues, and the ongoing need for human judgment in decision-making.

Content and Methods:

The worksheet guides students through an exploration of AI in a specific field by examining real-world examples. Students analyze ethical concerns. Methods include comprehension questions, multiple-choice tasks, comparison of benefits and risks, open-ended reflection questions, and a short argumentative essay about AI’s role in that field.

Competencies:

• Understanding technological applications of AI in a real-world professional field
• Critical evaluation of the benefits and risks of AI in that field
• Ethical reasoning about data privacy, bias, and human–machine interaction
• Analytical thinking about the balance between AI capabilities and human expertise
• Argumentative and reflective writing skills

Target Group and Level:

Grade 8 and up.

With the help of the worksheet, learners engage with a film in a structured way in order to develop a deeper understanding and to reflect on and transfer what they have seen.

Contents and methods: 

The worksheet is structured like a brochure and asks questions about the content and further questions about the film. The worksheet ends with a personal evaluation of the film.

Skills:

• Concentrated extraction of information from a visual medium
• Analysis, reflection and transfer of film content

Target group and level:

Grade 7 and above

With the help of the worksheet, learners engage with the content of a film in a structured manner before, during and after viewing it in order to develop a deeper understanding and to reflect on and transfer what they have seen.

Content and methods: 

The worksheet begins by testing prior knowledge of the film. While watching, the pupils complete multiple-choice tasks to actively engage with and consolidate their understanding. After the film, transfer tasks are used for further processing and reflection on the topic.

Skills:

• Activating and building on prior knowledge
• Concentrated extraction of information from a visual medium
• Analysis, reflection and transfer of film content

Target group and level:

Grade 7 and above

The objective is to support teachers in planning and conducting role-playing games, business games, and simulations in the classroom. The worksheet is designed to help you convey complex concepts in a practical way and plan your own simulations.

Contents and methods:

The worksheet serves as a comprehensive guide for preparing and conducting business games. It contains step-by-step instructions for a business game on a selected topic. This also includes the presentation of a possible scenario, which can serve as a basis for lesson preparation.

Target group:

Teacher