Which AI Document Answers Which Question?

Data versus model Datasheet or model card? Datasheet explains data. Model card explains model behavior and use boundaries. Impact assessment Which artifact answers who could be harmed by deployment and what controls reduce that harm? An AI impact assessment maps affected stakeholders, plausible harms, controls, escalation paths, and review conditions before exposure expands. It maps affected stakeholders, harms, controls, escalation, and review conditions. Objection We already have a model card, so we do not need an impact assessment. The model card documents technical evaluation, but deployment affects real customer treatment. Your line The model card tells us model behavior and…

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