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AI-BENCHMARKING5 MIN READ

Sort Benchmark Artifacts by CRISP-DM Phase

Categorize AI benchmark artifacts by CRISP-DM phase to reveal missing lifecycle work.

Sort each benchmark artifact into its CRISP-DM phase. Business understanding Data understanding Data preparation Modeling Evaluation Deployment Benchmark decision claim and launch question Representativeness report by customer segment Gold labels with reviewer instructions Candidate model output files Slice-level precision, recall, latency, and uncertainty table Launch gate, monitoring plan, and rollback owner

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