Why banning AI from assessment tests a world that no longer exists, what to measure instead, and how a credential survives when any answer can be generated. Nine pages. No buzzwords.
The exam tested a world that has ended. When any answer can be generated, answers stop being evidence. Judgment becomes the evidence.
Ban it, or surrender to it. Why both are the same mistake, dressed in opposite colors.
Direction, judgment, ownership: the three dimensions a post-AI assessment has to score.
A prompt can write a task. It cannot write a measurement. What it actually takes to build one.
The audit brief: a worked example of an assessment where the machine is in the room, on purpose.
Eight rules we build by. The first: prohibition is nostalgia. The last: measurement is respect.
"The task is now free. The measurement is the product."
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