Libraries, Leadership, and Synergies – On Discerning and Informed AI Implementations

Antje Mays

Libraries, Leadership, and Synergies – On Discerning and Informed AI Implementations

Antje Mays

Libraries

Research output: Contribution to journal › Article › peer-review

Abstract

As enthusiasm for artificial intelligence (AI) continues, boosters lean on the abstract promise innovation and cost-savings while detractors express concerns with work destruction, disregard for intellectual property in training language models, impact on learning outcomes and knowledge acquisition, and the tensions between trend-following and choosing AI implementations to match real needs. This article offers an overview of types of AI, strategic deliberations in determining AI approaches, practical factors in choosing and deploying AI, and ethical considerations.

Original language	American English
Pages (from-to)	41-42
Number of pages	2
Journal	Against the Grain
Volume	37
Issue number	5
State	Accepted/In press - Nov 2025

Keywords

Artificial Intelligence (AI)
Technology implementation

ASJC Scopus subject areas

Artificial Intelligence

Access to Document

https://www.researchgate.net/publication/395665048License: CC BY-NC-ND

1 Active

Artificial intelligence
Mays, A. (PI)
11/1/22 → …
Project: Research project

Cite this

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AB - As enthusiasm for artificial intelligence (AI) continues, boosters lean on the abstract promise innovation and cost-savings while detractors express concerns with work destruction, disregard for intellectual property in training language models, impact on learning outcomes and knowledge acquisition, and the tensions between trend-following and choosing AI implementations to match real needs. This article offers an overview of types of AI, strategic deliberations in determining AI approaches, practical factors in choosing and deploying AI, and ethical considerations.

KW - Artificial Intelligence (AI)

KW - Technology implementation

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JO - Against the Grain

JF - Against the Grain

IS - 5

ER -

Libraries, Leadership, and Synergies – On Discerning and Informed AI Implementations

Abstract

Keywords

ASJC Scopus subject areas

Access to Document

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Projects

Artificial intelligence

Cite this