An AI toolkit for libraries

Now that artificial intelligence (AI) tools are being widely used across academic publishing, how can we make informed assessments of these utilities? There is a need for a set of skills for evaluating new tools and measuring existing ones, which should enable anyone commissioning or managing AI uti...

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Bibliographic Details
Main Author: Michael Upshall
Format: Article
Language:English
Published: Ubiquity Press 2022-11-01
Series:Insights: The UKSG Journal
Subjects:
Online Access:https://insights.uksg.org/articles/592
Description
Summary:Now that artificial intelligence (AI) tools are being widely used across academic publishing, how can we make informed assessments of these utilities? There is a need for a set of skills for evaluating new tools and measuring existing ones, which should enable anyone commissioning or managing AI utilities to understand what questions to ask, what parameters to measure and possible pitfalls to avoid when introducing a new utility. The skills required are not technical. Potential problems include bias in the corpus, a poor training set or poor use of metrics for evaluation. This article gives a quick overview of some of areas where AI tools are being used and how they work. It then provides a checklist for assessment. The goal is not to discredit AI, but to make effective use of it.
ISSN:2048-7754