🤖 AI-usage log

Required in every assignment and project. Using an LLM is encouraged and never penalized — an empty or vague log is.

# Tool / model What I asked (key prompt, shortened) What it got wrong or missed How I detected it How I fixed it
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Code provenance — which cells/functions were mostly generated, which did you write or substantially change?

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Verification — how do you know the final result is correct (MMS rates, benchmark value, conservation check, parallel = serial)?

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Reflection (2–3 sentences) — what would you do differently when prompting next time?

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