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Don't let the LLM do the maths: grading writing with AI but scoring in code

This story is from 2026-10-11. It is preserved in the archive; the latest stories are on the live feed.

If you ask a language model to grade a text and also to count the words, add up the points and apply the scoring rules, it will usually give you a confident answer. Sometimes the answer will be wrong, and you won't notice, because the output looks reasonable. I ran into this while building the writ…

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  1. 2026-10-11 22:03 · DEV Community — AI
    Don't let the LLM do the maths: grading writing with AI but scoring in code

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