Draft a Model Card Limitation Section
Write a practical limitation section for a model card based on evaluation evidence and intended use.
The team needs a limitation section for a model card before a high-stakes pilot expands. Model-card limitation: evaluated scope, weak slice, unsupported use, required control. The common trap is writing a vague limitation that sounds responsible but does not change user behavior. Evaluated scope State the data and population actually tested: full-time engineering candidates in the US and UK, 2025 applications, recruiter-reviewed labels. This prevents readers from assuming evidence exists for populations or periods never evaluated. Weak slice Name the observed gap: lower agreement for contractor and internship profiles because historical labels are sparse. A limitation should be tied to…
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