Respect Assessment Rules, Take a Final Self-Test, Plan the Next Round

Today's Goals

1. Separate allowed AI use in practice, homework, and graded tests, and follow the rules that apply.
2. Take a final self-test and compare it with the Day 1 diagnostic goal by goal.
3. Write the next round's study plan and learning log from that comparison.

It is Friday 30 October, the tenth and last session of Noor's two weeks. Three things remain. First, a question that every learner using AI eventually faces: where does help end and substitution begin? Noor has a real reason to ask, because the company's data-literacy module ends with a quiz that comes with its own rule. Second, a final self-test, taken under the same conditions that quiz will impose, and compared goal by goal with the Day 1 diagnostic. Third, a plan for the next round, because two weeks of study never finish a subject. They show where to go next. Today's habits are about honesty: with the rules, with the evidence, and with yourself.

Plain-Language Walkthrough

Where the line is: help versus substitution

All week the assistant has written questions, asked Noor to explain, checked arithmetic, and drafted schedules. None of that is controversial, because Noor did the learning. The question gets harder when work is assessed: homework that is marked, a quiz that counts, a report someone will rely on.

A practical test is to ask: who produced the thing being assessed? If an assessment is meant to show that you can calculate a percentage change, and the assistant calculated it, then the assessment shows the assistant's ability, not yours. That is substitution, even if you understood the answer when you read it. If the assistant quizzed you beforehand, and you then calculated it yourself, that is help. The assistant's role came before the assessment, not inside it.

Rules vary. Some courses allow AI for drafting but not for final answers. Some require you to say how you used it. Some ban it entirely for particular tasks. The rule that applies is the one set by whoever runs the assessment, whether that is a school, a course, an employer, or a certification body. When it is stated, follow it. When it is unclear, ask before you start, not after. A personal sense that "it's fine because I understood it" is not one of the rules.

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