AI Prototyping & Safety Playbook

Practical guidance, checklists, and a template to prototype AI safely—minimizing bias, privacy and safety risks while preserving user trust.


Template

AI Model Risk & Safety Assessment Template

A practical, step-by-step assessment template to identify, rate, and mitigate model safety, fairness, privacy, robustness, and operational risks during prototyping and before any production decision. Includes guided prompts, a harm-surface mapping approach, suggested test cases, monitoring and rollback guidance, and documentation checklists.

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