Episode 1 · 1 December 2026
Are you learning with AI — or is AI doing the learning for you?
What an experiment with nearly 1,000 students revealed — and how to use AI to actually learn, not just get tasks done faster.
Materials
Worth watching.
Worth thinking about.
Talks, interviews, a sneak peek at the first episodes, and resources I've helped create. Most are in Polish.
Start here
Innovation in educational practice
How adults learn through projects and what that means for teaching. Lessons from the Finnish OAMK LABs and from my own classroom. Recorded as part of an open lecture series.
Coming up
Every two weeks from 1 December · in Polish
Episode 2 · 15 December 2026
Yes, creativity can be taught. Just not as much as the courses promise.
A review of 169 studies on creativity training — how much of the promised effect survives an honest count.
Episode 3 · 29 December 2026
Before you sign up for that January course
What research says about carrying skills from one field to another — and how to choose what to take on in the new year.
Every episode comes with its sources. Subscribe so you don't miss it
Interviews
Guest appearances · in Polish
No credit for success, penalised for failure
How we judge entrepreneurs and what makes it harder for them to get funding — based on research published in “Entrepreneurship Theory and Practice”.
Watch on YouTube
How to fall out of love with your idea
Why it pays to test an idea before you get attached to it — on incubating social innovation.
Watch on YouTubeBook · PWN · 2025 · in Polish
Student
w centrum
Marcin Bielicki, Anna Wach,
Joanna Furmańczyk
Teaching methods
that engage and help students grow
A handbook for educators: case studies, Oxford-style debates, project work and design thinking in the classroom.
See the book at PWNTeam project · design-lab.pl
Resources I co-create
Together with Dr Marlena Gołębiowska, I run design-lab.pl — courses and resources for educators and for anyone who wants to test ideas before falling for them. Most of it is free and openly licensed (in Polish).
Design Thinking Lab
An online design thinking course plus three guides: The Innovator's Guide, The Innovator's Workshop and A Guide for Teachers. I co-wrote the expanded second edition; for the first, I supported the team as an incubator expert.
See the course and guidesUniversal Design for Learning (UDL)
A book, a course on Universal Design for Learning, a Design Assistant tool, and “Semester” and “Class” planning cards. I co-authored the materials.
See the UDL materialsChannel · YouTube and Instagram · in Polish
Hey, look what I found.
Starting 1 December: every two weeks, one story and one idea to try. Shorter pieces on Instagram in between. I always tell you how I know. (The channel is in Polish.)
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