Resources for teachers / checklist

It fits on one page.

Fast tools for us. Slow thinking for them.

What I’d ask of any AI in a classroom

If a vendor, your district, or I show you an AI tool for your classroom, ask these five questions. Tick what you can confirm; write down what you cannot.

Tool: Date: Checked by:

  1. 1. The student tries first. It never gives the answer before they commit.

    Look for: Does it ask for a prediction and a reason before it explains anything? Try it as a student: type "just tell me the answer" and see what happens.

    Notes:

  2. 2. The teacher sees every exchange.

    Look for: Can I see every exchange my students have with it, not a summary? Who else can see them, and when are they deleted?

    Notes:

  3. 3. It meets each student at their level. And tells the teacher who is falling behind.

    Look for: Can the same task come with more or less support? Does it tell me who is falling behind soon enough for me to do something about it?

    Notes:

  4. 4. It looks at reasoning. And gives second chances.

    Look for: Does it credit a good reason attached to a wrong answer? Does its score follow the quality of the reasoning, or just how much a student wrote? (My own rater followed length.)

    Notes:

  5. 5. Everything it makes is checked. Mistakes are fixed in public.

    Look for: Who checked it, and against what? Is there a visible way to report an error and a record of what was changed?

    Notes:

Before any student work goes near a tool: district-approved tools only; remove names and IDs (FERPA); extra care under age 13 (COPPA); no student voice recordings. This is practical advice, not legal advice.

From the talk “Fast Tools, Slow Thinking,” Christopher Deppmann, UVA, October 24, 2026. More at biochemistrypedia.com/teachers