Test and Evaluation of Artificial Intelligence Models - What to Consider in a Test & Evaluation Strategy

• Publisher: CDAO
• Status: final
• Version: April 2024
• Release Date: 2024-04-01
• Date Added: 2025-10-30
• Source URL: https://www.ai.mil/Portals/137/Documents/Resources%20Page/CDAO_TE_Framework_-_Model_TES_2024-04-compressed.pdf?ver=m_f6GFtHd3zS5pgh-XFUkw%3d%3d

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Summary

Provides a strategic overview for how organizations should approach T&E of AI models, particularly within the DoD context. Aimed at developers & testers working on AI-enabled or AI component systems. Offers best practices for designing T&E strategis that account for performance, data, model behavior, and context.

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Key Takeaways

• Details several AI/ML categories, including performance, data, and testing methods
• Emphasizes need for operational realism & scenarios at the model level and model testing stage, not just systems level.

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Additional Sources

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Tags

t&e

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License

Public domain