Parent communication is the part of the job that gets no planning time and carries more emotional weight than almost anything else in the week.
A teacher's timetable accounts for lessons. Their directed time accounts for meetings and duties. Nothing anywhere accounts for the message from a parent that arrives at nine in the evening, is two paragraphs long, contains one sentence that is unfair, and will occupy the teacher's mind until it is answered. That exchange is unbudgeted. It happens in the gaps, and the gaps are the teacher's own evening.
The cost is not the typing. Most replies to most parents are short and straightforward. The cost is the small number that are not: the ones where the parent is angry, or frightened for their child, or has misread a situation, or is right and the teacher knows it. Those take fifteen minutes to write and two hours to stop thinking about. And they arrive without warning, at the end of a day that had already used up whatever composure was available.
What makes it harder is that teachers are largely unsupported in this specific skill. Most received no training in difficult written communication with adults. There is rarely a shared house style, seldom a colleague reading a draft before it is sent, almost never a norm that says a reply can wait until tomorrow morning. So a teacher who has spent the day being extremely skilled with children is asked, alone and tired, to be extremely skilled with an adult who is upset with them.
Two things reliably help, and neither is technology. The first is a delay: almost no parent message needs answering the same evening, and the version written the next morning is nearly always better, shorter, and less defended. The second is structure: acknowledge what they have raised, state plainly what happened, say what you will do, offer a conversation. Most difficult messages are asking to be heard rather than argued with, and a reply built on that structure is both faster to write and more likely to end the exchange rather than extend it.
Where a tool can help is narrower than the marketing usually suggests. It cannot know the child, the history, or what the parent is really worried about, and it should not be trusted with the judgement about what to say. What it can do is absorb the drafting cost of the routine ninety per cent — the reply about the missing homework, the note about next week's trip, the same explanation of the same policy written for the eleventh time — so that the teacher's remaining energy is available for the small number of messages that genuinely need them.
The test I would apply is a simple audit. Look at the last ten messages you sent to parents and ask how many required you specifically — your knowledge of that child, your judgement, your relationship with that family. Whatever that number is, the rest were a cost the job imposed on your evening for no return. That is the part worth removing, and the remainder is the part worth protecting.
— the aime team
The second time you teach a topic should be far easier than the first, and for most teachers it barely is.
Consider what a teacher knows at the end of teaching a unit for the first time. They know which explanation landed and which one produced blank faces. They know the two examples that were worth the time and the one that wasted a lesson. They know the misconception that appeared in nearly every book, the point where the pacing collapsed, the homework that came back undone because it was set on the wrong night. That is an enormous amount of hard-won, specific, expensive knowledge.
A year later, when the unit comes round again, almost none of it is available. Some of it lives in annotations on a plan, if the teacher was disciplined and if they can find the file. Most of it has simply evaporated, because human memory does not retain the texture of a unit taught eleven months ago across four other classes and two changes of timetable. So the teacher rebuilds, and rediscovers the same misconception, and wastes the same lesson on the same weak example. The second run is a slightly better version of the first, when it should be a substantially better one.
This is the least discussed waste in the profession. Schools worry about knowledge lost when a teacher leaves. The larger loss happens annually, inside teachers who stay, as the specific learning from each unit fails to survive the year between deliveries. A profession where practitioners genuinely accumulated their teaching across a career would look very different after fifteen years than it currently does.
None of the usual solutions work, because they all require the tired teacher to do more. Reflection sheets get filled in for a fortnight in September. Departmental review meetings capture the general and lose the specific. Writing detailed notes on a unit at the end of a term is exactly the moment nobody has capacity for it. The reason the knowledge is lost is not that teachers do not value it. It is that capturing it costs energy at precisely the point in the year when there is none left.
The only version of this that works is one where the capture is a by-product rather than a task. If the system a teacher already plans in also holds what happened — what was taught, what was re-taught, where the pacing slipped, what the class actually demonstrated — then next year's version of the unit can start from last year's, annotated by reality, without anyone having to sit down in July and write it up. That is the whole idea behind the memory aime keeps: not a record for anyone else to inspect, but a teacher's own practice, held so that the next run genuinely starts ahead of the last one.
The test I would apply is straightforward. Take a unit you have taught three or four times. Ask what, concretely, is available to you now from the last time you taught it — not a general impression, but the specific misconception, the pacing note, the example that failed. If the honest answer is "whatever I remember", then fifteen years of experience is being stored in a place that cannot hold it, and every year you are paying again for something you already bought.
— the aime team
Nobody has ever been trained to hand part of their job to a machine, and teachers are now expected to be good at it by instinct.
Every other professional norm in teaching arrived with something behind it. How to mark, how to plan, how to speak to a parent, what to do when a child discloses something — these came with training, with mentoring, with a colleague down the corridor who had done it before. They are not perfect norms, but they exist, and a teacher entering the profession inherits them.
Delegation to AI has arrived without any of that. In the space of about two years, teachers have been handed a technology that will write almost anything they ask for, and left to work out entirely alone where the line sits. Is it acceptable to have a first draft of a report comment written for you? A whole lesson? A reply to a difficult parent? Nobody has told them, because nobody has decided, and in the absence of a decision every teacher is quietly making their own — usually at ten at night, usually without discussing it with anyone, and often with a small residue of guilt attached.
That guilt is worth examining, because it is not evenly distributed. Teachers feel very little unease about using a textbook someone else wrote, a scheme of work inherited from a predecessor, a worksheet from a colleague, a past paper from an exam board. All of those are delegation. The discomfort attaches specifically to the machine, and mostly because the machine is fast. Speed feels like cheating in a profession that has long used visible effort as a proxy for care.
The line that actually matters is not about speed and not about who typed the words. It is about judgement. When a teacher delegates the drafting of something and then reads it, corrects it, and takes responsibility for it, the professional judgement is intact and the work is theirs. When they delegate the drafting and send it unread, the judgement has gone, and it does not matter whether the tool was an AI, a template, or a colleague's old file. The failure mode has always existed. AI just makes it faster to reach.
So the question a school or a teacher should be answering is not "how much AI use is acceptable" — an unanswerable question that will change again in six months. It is "which decisions in this job must be made by a human who knows this child, and which do not". That is a question about teaching, and teachers are extremely well equipped to answer it.
The test I would apply is this: could you explain to the parent of a child in your class exactly what you delegated and why, without discomfort? If yes, the delegation was sound, whatever tool produced the first draft. If you would rather they didn't ask, that is not a technology problem. It is a signal that a judgement you should have made yourself has quietly been handed over.
— the aime team
