The AI Doesn't Know Your Students
A Thinking Teacher’s Guide to AI in the Classroom
AI can write a lesson plan in thirty seconds. It has no idea who your third-period class is. This book is a field guide for the version of AI teachers are actually living with — not the one sold to schools in consultants’ slide decks. Practical moves, honest thinking, and a grounded argument for why the most human parts of teaching matter more now, not less.
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Written in a real classroom
Not a think tank. A working AP teacher.
24 chapters
350 pages, built around real classroom problems.
No hype, no panic
Practical thinking, not a sales pitch.
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PDF, second edition, read on anything.
Twenty-four chapters, one argument.
Teaching is a relational act, and no tool, however capable, can replace the teacher who knows the student. The second edition adds two new chapters on exactly where that limit shows up.
- 01The Shape, Without the Substance
- 02Behind the Firewall
- 03Teaching Across Languages
- 04Rules of Evidence
- 05Culture, Pressure, and the AI Classroom
- 06What the Room Revealed
- 07The Promise Every Tool Makes
- 08The Invisible Prep
- 09The Teacher’s Workbench
- 10The Filing Cabinet You Never Clean Out
- 11The Data You Already Have
- 12Working With the Grain
- 13Thirty-Two Essays
- 14The Student in Front of You
- 15Working Through Something
- 16The Mirror, Not the Tool
- 17The Snapshot (new)
- 18The AI Doesn’t Know Your Student (But Acts Like It Does) (new)
- 19What You Can’t See From Here
- 20What AI Reveals About Your School
- 21When It Stops Being Optional
- 22There Is No Neutral AI
- 23The Wrong Argument
- 24What Teaching Is For
“There was a Sunday evening when I sat down at my desk and stared at a pile of student essays. They needed to be back in students’ hands Monday morning. They were good essays, mostly. My students had worked hard. But I could feel the quality of my attention thinning — moving through the pile rather than into it, writing margin notes that were true but somehow not quite what each student needed to hear. There wasn’t enough of me left by Sunday evening to give the kind of attention every one of those essays deserved.”
— from the Introduction
Read by teachers, leaders, and AI educators.
“Jacobson directly addresses how AI can inform solid CRP practices without students losing meaningful engagement through productive struggle… This book takes the cross-cultural realities of our classrooms seriously.”
— Diana J., 8th Grade Humanities Teacher
“It’s a really accessible read! I discussed Ch. 20 ‘There is no neutral AI’ with my students… it really helped them look at AI as something much more than a technology.”
— Jen Chan, AI-fluent educator
“This line is stuck in my mind: ‘Better outputs. No better understanding.’ How is your school navigating this tension?”
— Samuel J. Richards, Curricular Leader & Author
A few practical questions.
Get your copy.
Practical enough for a planning period. Honest enough to actually help.
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