Summary of Ai Hallucinations: a Misnomer Worth Clarifying, by Negar Maleki et al.
AI Hallucinations: A Misnomer Worth Clarifying
by Negar Maleki, Balaji Padmanabhan, Kaushik Dutta
First submitted to arxiv on: 9 Jan 2024
Categories
- Main: Computation and Language (cs.CL)
- Secondary: Artificial Intelligence (cs.AI)
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| Summary difficulty | Written by | Summary |
|---|---|---|
| High | Paper authors | High Difficulty Summary Read the original abstract here |
| Medium | GrooveSquid.com (original content) | Medium Difficulty Summary In this study, researchers investigate the inconsistent use of the term “AI hallucination” across various domains, including medicine. They conduct a systematic review of papers defining the term and analyze its applications, categorizing definitions based on their uses. The results show a lack of consistency in how the term is used, but also identify alternative terms in the literature. This study highlights the importance of a unified effort to bring consistency to this important AI issue that can significantly impact multiple domains. |
| Low | GrooveSquid.com (original content) | Low Difficulty Summary Artificial Intelligence (AI) has made huge progress, but some language models have a big problem – they often make things up! Researchers looked at lots of papers to see how people define “AI hallucination.” They found that people use the term differently and sometimes call it something else. This study helps us understand why we need to be consistent when talking about this important AI issue. |
Keywords
* Artificial intelligence * Hallucination
