You didn't become a teacher to spend half your week on forms, data entry, and email chains, and you know it. This episode makes the case that AI isn't primarily a teaching tool, but it can be an attention-recovery tool. And the question you should be asking about every AI tool isn't whether it makes you more efficient, it's whether it gets you more present to the students you're here to serve.
This episode draws in part on research in:
- Teacher time allocation and administrative burden (OECD TALIS, 2018, 2020)
- Teacher-student relationship as a predictor of student outcomes (Hattie, 2009)
- Attentional residue and cognitive availability across tasks (Leroy, 2009)
- Cognitive load theory applied to working memory limits (Sweller, 1988)