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Article . 2024 . Peer-reviewed
Data sources: Crossref
https://doi.org/10.1093/oxford...
Part of book or chapter of book . 2025 . Peer-reviewed
Data sources: Crossref
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Generative AI, Adoption and the Structure of Tasks

Authors: Ramayya Krishnan; Laurence Ales; Christophe Combemale;

Generative AI, Adoption and the Structure of Tasks

Abstract

Abstract This chapter deals with the intersection of economics and technology and how they may shape the decision to adopt generative artificial intelligence (genAI). From the firm perspective, we discuss characteristics that make genAI different from past technologies, such as reduced changeover costs and reduced sensitivity to variability. We argue that, compared with past automation, these characteristics may spur adoption in tasks that are less frequent within an organization or more complex. We explore incentives for workers to adopt genAI: if genAI tends to augment less-skilled workers, workers with greater ability to critically evaluate the outputs of genAI may not have an incentive to adopt, which we propose could drive down the quality of genAI outputs and in the long-term, future models. Lastly, we describe how potential exposure to genAI may correlate across related occupations and could inform where disrupted workers find new employment and how occupations affected by genAI may transform.

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    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
3
Top 10%
Average
Average
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