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Lack of testing diversity risk for AI
Last updated: Dec 12, 2024
Lack of testing diversity risk for AI
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Non-technical risks
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Description

AI model risks are socio-technical, so their testing needs input from a broad set of disciplines and diverse testing practices.

Why is lack of testing diversity a concern for foundation models?

Without diversity and the relevant experience, an organization might not correctly or completely identify and test for AI risks.

Parent topic: AI risk atlas

We provide examples covered by the press to help explain many of the foundation models' risks. Many of these events covered by the press are either still evolving or have been resolved, and referencing them can help the reader understand the potential risks and work towards mitigations. Highlighting these examples are for illustrative purposes only.

Generative AI search and answer
These answers are generated by a large language model in watsonx.ai based on content from the product documentation. Learn more