Comprehensive Review of AI Hallucinations: Impacts and Mitigation Strategies for Financial and Business Applications

Abstract excerpt

This paper investigates the causes, implications, and mitigation strategies of AI hallucinations, with a focus on generative AI systems. This paper examines the phenomenon of AI hallucinations in large language models, analyzing root causes and evaluating mitigation strategies. We identify core contributors such as data quality issues, model complexity, lack of grounding, and limitations inherent in the generative...

Topics

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• Artificial Intelligence
• Decision Support Systems, Clinical
• Electronic Health Records
• Genetic Variation
• Genetics, Medical

Identifiers and source

Literature Corpus work

9f252b28-e6ea-52bc-9c01-265a82a73dcd

DOI

10.20944/preprints202505.1405.v1