AI in Teaching – A Practical Guide for the Modern Educator
What's Inside
- • Understanding Pedagogical AI – what it means, why it matters, and how it's different from generic AI tools
- • Practical applications – concrete ways to use Pedagogical AI for lesson planning, differentiation, and assessment
- • Ethical considerations – guidance on student privacy, data protection, and the responsible use of AI in classrooms
- • Real experiences – insights from Finnish teachers using Pedagogical AI to support student engagement and learning
- • Future perspectives – how Pedagogical AI could transform teaching roles, student agency, and classroom dynamics
Why This Guide?
"This guide helps teachers make sense of AI from a pedagogical point of view. Grounded in the realities of Finnish classrooms, it offers clear, practical advice on how to use AI in ways that support your teaching goals — not replace them. Whether you're curious or cautious, our goal is to inspire and support you."
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Why Trust This Guide?
This guide was created by Sami Kalliokoski, a technology leader with 20+ years of experience in AI and smart systems, and Jenni Almgren, a special education expert and vocational teacher with deep classroom insight. Together, they combine technological expertise and pedagogical understanding to ensure AI supports real learning — not just trends.
For Who?
Perfect for teachers in basic education, secondary education, higher education, and teacher training programs — whether you're just starting or looking to deepen your expertise.
No technical expertise required - start your AI teaching journey today!