
Faculty studio
AI Learning Studio
An interactive faculty desk of AI-aware activities and analog practices, designed for exploration and adaptation.
Explore projectGallery 02
Make expectations visible · examine systems · practice judgment
These learning experiences move past lists of rules. Students investigate privacy, evidence, attribution, uncertainty, and the consequences of using AI in real disciplinary work.
A faculty lensResponsible use becomes teachable when students can see the choices, tradeoffs, evidence, and people hidden behind a polished output.

Faculty studio
An interactive faculty desk of AI-aware activities and analog practices, designed for exploration and adaptation.
Explore projectExpectations
Build clear assignment-level guidance for permitted AI use with transparent, copy-ready visual language.
Explore project
Reading practice
Students read live journalism on a clean page, mark moments of friction, capture reflection, and export cited notes.
Explore project
Live evidence
Students draw a U.S. region, meet species recorded there through live GBIF data, and author a biography of place and life.
Explore project
Data privacy
A four-room experience reveals how AI tools collect, retain, infer, and act on student data.
Explore projectSwipe or use the arrows to move along the clothesline.
Faculty reflection
Choose one assignment. What must students disclose, verify, protect, or decide for themselves?
“AI must not usurp human intelligence.”
Continue thinking
Use these readings to test the examples against research, values, and lived classroom experience.
A case for transparent assessment practices and honest conversations with students about AI.
Read source ↗UNESCOA human-centered framework emphasizing agency, privacy, equity, ethical validation, and pedagogical purpose.
Read source ↗Perkins, Furze, Roe & MacVaughA framework for open dialogue about appropriate AI use and for redesigning assessment around learning goals.
Read source ↗Document your learning
Combine all three reflections into one private learning record, then personalize a certificate documenting workshop attendance and participation for annual review.
Everything is generated on this device. Names and reflections are never uploaded.
Certificate of Workshop Participation
This certificate recognizes