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Risk profile
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"Challenges related to technology refer to the limitations or constraints associated with generative AI. For example, the quality of training data is a major challenge for the development of generative AI models. Hallucination, explainability, and authenticity of the output are also challenges resulting from the limitations of the algorithms. Table 2 presents the technology challenges and issues associated with generative AI. These challenges include hallucinations, training data quality, explainability, authenticity, and prompt engineering"
Suggested mitigations
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Source
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Included resource
Generative AI and ChatGPT: Applications, Challenges, and AI-Human Collaboration
Original source
MIT AI Risk Repository
Open the public repository used for AI risk records and taxonomy fields.