The apps and learning materials developed by the Generation AI project are freely available at gen-ai.fi. Over 182,000 uses in total!
Teachable Machine
Build your own mobile app using machine learning. Students teach the machine to recognise images from their own data — no coding required.
Social Media Machine
How does social media recommend content? A social media simulator for classrooms. Students see how profiling shapes the social feed.
Small Language Machine
Train your own small language model in the browser. Demonstrates how language models predict the next word — no coding skills needed.
Breakable Machine
Compete with classmates to see who can fool the AI. Teaches about the vulnerabilities and limitations of AI systems.
Profiling Game
Learn how digital traces are used to build profiles. A game-based classroom experience of privacy and data collection.
Manipulation Game
Can you change people's behaviour by shaping the social feed? Be the platform and learn about algorithms from the creator's perspective.
Teaching Units
Build Your Own Mobile App
A complete 6-lesson unit for the Teachable Machine app. Students build their own machine learning-based mobile application — no coding required.
Open learning material ↗Social Media Machine Lessons
A complete 5-lesson unit for the Social Media Machine and Profiling Game apps. Students explore how social algorithms work and privacy issues.
Open learning material ↗Publications
50 Myths about AI and Data
AI is neither magic nor doom — but it is full of myths. This book debunks 50 common misconceptions based on research evidence. Written by 30 experts from four universities, spanning computer science, law, education, sociology and philosophy.
AI as a subject of learning and a tool for creative activity
How does AI show up in children's everyday lives and at school? This case study examines AI both as a subject of learning and as a tool for creativity — with a practical focus on teachers' work.
Open Source & Privacy
All apps are released under the MIT licence — anyone can check how they work and what data they process. The apps run in the browser and do not store personal data outside the classroom.
