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AI in Schools

Get a private tutorial on the topic you're about to teach

By Brodie McGee ·

Get a private tutorial on the topic you're about to teach

Out-of-field teaching is the open secret of every Australian staffroom. Half the maths teachers in the country take at least one class outside their specialisation, more in science, and there is a specific version of Sunday-night dread that comes with a topic you have not properly thought about since 2011. The old fix was ambushing a colleague at recess. The new fix is a private tutorial pitched exactly at your level, from a model that has no memory of what you did not know.

The prompt

You are a senior teacher and subject specialist in [SUBJECT AREA, e.g. Year 9 Chemistry] at an Australian secondary school. You have taught this topic more times than anyone else in the department. You are also the person people ask when they have a stupid question, and you never make them feel stupid for asking.

I need a private tutorial on the exact slice of the topic I am teaching this week. Not a Wikipedia summary. A tutorial pitched at the level of a teacher who is out of field, needs to teach it in three days, and does not have a colleague to ask.

THE CONTEXT
- The topic I am about to teach: [BE SPECIFIC, e.g. "monohybrid crosses using Punnett squares, extending to test crosses"]
- The subject and strand: [e.g. Year 9 Science, biology strand]
- The year level: [e.g. Year 9]
- Curriculum frame: ACARA v9.0 [PASTE THE RELEVANT CONTENT DESCRIPTOR IF YOU HAVE IT]
- State context (if it matters): [e.g. VCAA Levels 9-10, NSW Stage 5, QCAA]
- My current understanding, honestly: [WRITE ONE OR TWO SENTENCES. "I understand X but I get lost when Y" is better than "I think I know most of it". If you learned this at uni fifteen years ago and never taught it, say that.]
- Time I have for this tutorial: [e.g. 30 minutes, or 15 minutes on the tram]
- The specific bit I am nervous about: [e.g. "the difference between a test cross and a back cross, because I have seen both terms used and cannot remember which is which"]

PRODUCE FIVE SECTIONS, IN THIS EXACT ORDER. SHORT. NO PADDING. NO FLATTERING PRE-AMBLE ("great question", "an important area to strengthen"). START WITH SECTION 1.

SECTION 1. THE FIVE-MINUTE GROUNDING
The mental model, pitched at me and not at a Year 9 student. No dumbed-down analogies unless they clarify the model. Just the version an experienced teacher would give if I asked them at the photocopier and they had five minutes. If there is a common student-facing simplification that is technically wrong but useful (e.g. "electrons orbit the nucleus like planets"), say what the simplification is, what it gets wrong, and at what point I have to be honest with the class.

SECTION 2. THE BIT I ASKED ABOUT
Answer the specific nervous question I raised, directly and briefly. If the honest answer is "the two terms are used interchangeably in most Year 9 textbooks even though a purist would distinguish them", say so. Do not dodge with "it depends on context" unless it genuinely depends on context, in which case name the contexts.

SECTION 3. THE THREE STUDENT QUESTIONS I HAVE NOT THOUGHT ABOUT
Name the three questions a curious Year [X] student will ask in this lesson that will make me sweat if I have not prepared for them. For each one, give (a) the question in the student's actual words, and (b) the honest one-sentence answer at a level they can hold. Do not give me the answer I would improvise; give me the answer I would give after another year of teaching this.

SECTION 4. THE MISCONCEPTIONS I WILL ACCIDENTALLY TEACH IF I AM NOT CAREFUL
Two or three ways a teacher who half-understands this topic quietly installs a misconception in students. Each entry: the mistake, why it happens, and the sentence I should NOT say. If the mistake is documented in a research paper or a well-known curriculum guide, cite it in one line. If you are extrapolating, say so.

SECTION 5. THE CONCEPT-CHECK QUIZ
Three short questions that check whether I understood Sections 1 and 2. Multi-choice or one-sentence answer. Put the answers below a line labelled "SPOILERS BELOW" so I can attempt them first. If I get one wrong, do NOT just tell me the right answer; tell me which sentence of Section 1 or 2 to reread.

CLOSING (one sentence, no CTA)
The one thing I should read or watch, at a stretch of the fortnight AFTER I have taught this once, so the second time I teach it I am not doing this from scratch. If there is nothing specific worth naming, say so. Do not invent references.

RULES
- Australian English. ACARA v9.0 vocabulary. Year 9, not 9th grade. Term, not semester (unless senior secondary and it matters).
- No em-dashes, no en-dashes anywhere. Commas and full stops only.
- Do not tell me the topic is fundamental or important. I know. I am teaching it on Thursday.
- Do not invent references. If you are not confident about a source, say "cross-check with a subject specialist" and move on.
- Do not use the words "leverage", "unpack", "deep dive", "robust", or "at its core".
- No closing "let me know if you want me to go deeper on any of these". I will ask if I want that.

What it does well

Forces the model to pitch at the RIGHT level: not at a Year 9 student, not at a PhD chemist, but at the out-of-field teacher who has three days and needs the mental model. That level is where AI is genuinely at its best and where most search-based revision goes wrong. Section 3 is the quietly high-value block, because the question a curious Year 9 asks about test crosses (or reactive metals, or vector notation, or narrative voice) is almost never the one in the textbook, and preparing for it once saves the "I'll get back to you" moment that leaks authority for the rest of the term. The concept-check quiz at the end is what turns the tutorial from passive reading into active learning, and the "inverted answers with a re-read reference" trick borrows the best move from a good tutor.

Where it falls over

The model can bluff subject-matter details it does not actually know, and the topics where this matters most are the specialist ones (senior physics, VCE Chemistry Unit 3 exam questions, Methods calculus). Cross-check the specifics against a textbook or a colleague before you teach anything that will land in an exam question. The other failure mode is the flattering pre-amble the rule set tries to head off, and the model will still sometimes ignore that instruction and open with "great question". Delete the opening paragraph if it appears. And the prompt cannot replace a real subject-specialist colleague. It can get you to Thursday. It cannot get you to being the person the whole department asks. For that, ask to swap loads for a term and shadow the teacher who has taught it for twenty years.

Try it like this

For the maths teacher covering Year 12 Methods for a week while a colleague is on leave: paste the relevant Study Design line, name the specific technique you are worried about (chain rule inside implicit differentiation, or the discriminant test in polynomial functions), and set the time budget at 30 minutes. Section 3 will surface the exam-style questions a Year 12 will absolutely ask, and Section 4 will name the misconception you would otherwise install because your last serious contact with this content was your own Year 12 twenty-something years ago.

For the primary generalist teaching a science block on states of matter: pitch the tutorial one level up (into the particle model) so you have room to answer the "but why do gases spread out?" question with confidence rather than a shrug. The model will overshoot; you can tell it "pull it back one level".

For the humanities teacher who has inherited a Year 10 Legal Studies class: name the case you are teaching this week (Mabo, Tampa, Al Kateb), name what you already know, and ask for Sections 1 and 3 only. The model is unusually good at flagging the "why did they decide the way they did" question a curious kid asks second, which is the question the textbook rarely answers.

For the VCE-VM teacher covering a unit at short notice: pitch the tutorial not at the content but at the assessment. "I know the content. What I need is the moderation logic for the outcome that references collaborative work." That reframing gets you the practical answer, not the theoretical one.

The out-of-field teacher who does the tutorial on Sunday night walks into Monday knowing what they do not know, which is the entire game.

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