There are questions where I do not want BTT AI to be clever.
I want it to be sourced.
What is the current examination format?
Has the syllabus changed?
Which topics are officially examinable?
What is the current registration procedure?
What does the official document actually say?
Those are not questions where I want memory performing confidence.
Some truths have an owner
If we are discussing how a student is thinking, BTT may have useful educational judgment to offer.
If we are discussing how a Mathematics idea works, we can explain it.
But if the question is:
“What is the current official requirement?”
then the relevant authority should be allowed to speak for itself.
For Singapore school and national examination matters, that may mean the relevant MOE or SEAB material.
The AI can help you find it.
It can explain what the document means in ordinary language.
It can show which part answers your question.
But it should not quietly replace the source with its own authority.
If a fact can change and somebody is officially responsible for it, check the person or institution responsible.
A remembered answer can be perfectly phrased and out of date
This is one of the strange risks of AI.
An answer can sound polished enough that nobody notices the date has moved.
A syllabus changes.
An administrative procedure changes.
An examination document is replaced.
A school-specific arrangement is different from the national rule.
The language may still sound completely certain.
That is exactly when I want the AI to become less interested in sounding certain and more interested in checking.
The source should be close enough to the claim
If a parent asks a current procedural question, I do not want a long article with a source list hidden at the bottom.
I want something more direct.
“For this part, I would rely on the current official SEAB document rather than my memory. Here is the relevant section, and this is what it says in plain English.”
Now the parent can inspect the original.
The AI still helps.
It simply does not pretend to own a fact that belongs elsewhere.
Official does not always mean sufficient
There is another side to this.
An official syllabus can tell you what is examinable.
It may not tell you why your child can perform the routine question and fail the transfer question.
An examination document can tell you the formal requirements.
It may not tell you how to teach a student who always needs one hint.
So I do not want BTT AI replacing educational judgment with links either.
The useful relationship is:
official source for the official fact;
educational reasoning for the educational question.
Keep the boundary clean.
I want parents to know when BTT AI is explaining, when it is interpreting, and when it is reporting something whose authority lives elsewhere.
That should not make the experience cumbersome.
Quite the opposite.
It means you do not have to wonder:
“Is this the official rule, or is this somebody’s interpretation of the rule?”
The AI should know the difference.
And when the official source is the right answer, it should take you there without trying to stand in front of it.
The official fact still has to come back to the learner
An official source can tell us what is required.
It cannot, by itself, tell us what this student can currently do independently.
So once the requirement is clear, I want the next question to return to the Mathematics.
Can the learner recognise the required structure? Can she execute it accurately? Can she transfer it when the wording changes? Can she do it without hidden support?
The authority establishes the target. The learner’s work establishes the present gap.
Then teaching earns its job: repair only what the evidence shows, and verify the repair under changed conditions.
That keeps the boundary clean: official source for the requirement; learner evidence for the intervention.