What changes with machine learning, large language models, generative AI, and ChatGPT in search and discovery? EVERYTHING!

This paper provides a primer on the necessary basics of an Artificial Intelligence (AI) system and how some of the systems approach certain methodologies. It also stresses data quality as input to AI systems and shows examples of some criteria of which to be aware when training an AI algorithm, such as the system keying in on anomalous parameters, loopholes in the logic when designing the system, and the origin of data sources.

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Publication Details

Journal
Information Services & Use
Published
2024-11-01
DOI
https://doi.org/10.1177/18758789241312796
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

What changes with machine learning, large language models, generative AI, and ChatGPT in search and discovery? EVERYTHING!

Heather Kotula
Information Services & Use
Artificial Intelligence in Healthcare and Education
article

What changes with machine learning, large language models, generative AI, and ChatGPT in search and discovery? EVERYTHING!

Heather Kotula
article en

Abstract

This paper provides a primer on the necessary basics of an Artificial Intelligence (AI) system and how some of the systems approach certain methodologies. It also stresses data quality as input to AI systems and shows examples of some criteria of which to be aware when training an AI algorithm, such as the system keying in on anomalous parameters, loopholes in the logic when designing the system, and the origin of data sources.

Information Services & UseVol. 44(4)
Access Technologies (US)
Openalex Percentile: Top 81%
Artificial Intelligence in Healthcare and Education
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What changes with machine learning, large language models, generative AI, and ChatGPT in search and discovery? EVERYTHING! — Heather Kotula · Information Services & Use (2024) | TGRS Research Map | TGRS