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Sample, grade and record the run

Choose and run an AI benchmark for a model decision. Lesson 4, 18 min.

A small run can catch large failures and compare configurations. It cannot support a fine-grained ranking. Sample with a seed If the full suite costs too much, use a seeded sample. Stratify the sample when categories or difficulty bands matter. Freeze the task IDs before you run any model. Do not sa…

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Sample, grade and record the run: Choose and run an AI benchmark for a model decision