Håkan Karlsson
@hlgk.bsky.social
Science educator exploring the intersection of education, AI, ecology, and life, perhaps an AI ecologist.
A few lessons from our AI pilot in Åstorp. I kept detailed notes during the project and later asked NotebookLM to summarize them into a short film.
The key insight: AI only strengthens learning when used as a metacognitive mirror, not a shortcut.
youtu.be/AeawpVDXD84?...
#ai #education
The key insight: AI only strengthens learning when used as a metacognitive mirror, not a shortcut.
youtu.be/AeawpVDXD84?...
#ai #education
The metacognitive mirror
YouTube video by Håkan Karlsson
youtu.be
October 12, 2025 at 10:52 AM
A few lessons from our AI pilot in Åstorp. I kept detailed notes during the project and later asked NotebookLM to summarize them into a short film.
The key insight: AI only strengthens learning when used as a metacognitive mirror, not a shortcut.
youtu.be/AeawpVDXD84?...
#ai #education
The key insight: AI only strengthens learning when used as a metacognitive mirror, not a shortcut.
youtu.be/AeawpVDXD84?...
#ai #education