14min chapter

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#187 Mohamed Elgendy: Systematic Testing for Generative AI Models with Kolena

Eye On A.I.

CHAPTER

Risk Mitigation Strategies for Generative AI Models

This chapter explores the development of an LLM to address risks in generative AI models, emphasizing the need to go beyond functional failures. It covers topics such as testing for hallucinations, educating users on risk identification, and creating tools for risk mitigation. Additionally, discussions highlight the importance of ongoing monitoring, standardization through the NIST Risk Management Framework, and collaborative efforts with regulatory bodies.

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