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Definition of"ai hallucination" in English

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ai hallucination

/ˌeɪ aɪ ˌhæləsɪˈneɪʃən/
Noun

Definitions

1

Noun

A phenomenon in which an artificial intelligence model, particularly a large language model (LLM), generates information that is factually incorrect, nonsensical, or deviates from the provided input data, despite presenting it as truthful, coherent, or authoritative. This output is not based on its training data or real-world facts, but rather a fabrication or confabulation by the model.
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Examples

  • "The chatbot provided a detailed but completely fabricated biography of a historical figure, a clear example of AI hallucination."

    The chatbot provided a detailed but completely fabricated biography of a historical figure, a clear example of AI hallucination.

  • "Researchers are actively developing techniques to minimize AI hallucination in generative models to improve their reliability and trustworthiness."

    Researchers are actively developing techniques to minimize AI hallucination in generative models to improve their reliability and trustworthiness.

Synonyms

Etymology

A relatively recent term, gaining prominence with the widespread adoption of large language models (LLMs) in the early 2020s. It draws an analogy to human hallucination, where a person perceives or creates something that isn't real, to describe an AI's generation of false or unfounded information.

Cultural Notes

This term highlights a significant challenge in the development and deployment of advanced AI systems. It shapes public perception of AI reliability and underscores the critical need for robust verification mechanisms, especially in applications where factual accuracy is paramount, such as information retrieval, journalism, or scientific research. The concept of 'hallucination' implies that the AI is 'making things up,' which has led to discussions about AI trustworthiness and the potential for misinformation.

Common Phrases

reduce AI hallucination
preventing AI hallucination
addressing AI hallucination

Word Forms

Noun Forms

SingularAI hallucination
PluralAI hallucinations
Frequency:Common

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