A Field Guide to AI Documentation: Model Cards, Eval Reports, Agent Cards, and More

Automated excerpt

Model cards and datasheets answer what was it trained on? Sources & further reading: Model Cards (Mitchell et al. , 2019); Datasheets for Datasets (Gebru et al. , 2018/2021); System Cards (frontier-lab system cards, e. g. OpenAI's GPT system cards); Eval Factsheets and BenchmarkCards (2025–2026 evaluation-documentation research); Agent Cards and Policy Cards (2025–2026 agent-documentation standards); and governance frameworks including the EU AI Act and Singapore's Model AI Governance Framework for Agentic AI (Jan 2026).

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