Transformations in the Time of The Transformer

Foundation models offer a new opportunity to redesign existing systems and workflows with a new AI first perspective. However, operationalizing this opportunity faces several challenges and tradeoffs. The goal of this article is to offer an organizational framework for making rational choices as ent...

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Bibliographic Details
Published in:arXiv.org 2024-01
Main Authors: Faratin, Peyman, Garcia, Ray, Corbo, Jacomo
Format: Article
Language:English
Subjects:
Redesign
Online Access:Get full text
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Summary:Foundation models offer a new opportunity to redesign existing systems and workflows with a new AI first perspective. However, operationalizing this opportunity faces several challenges and tradeoffs. The goal of this article is to offer an organizational framework for making rational choices as enterprises start their transformation journey towards an AI first organization. The choices provided are holistic, intentional and informed while avoiding distractions. The field may appear to be moving fast, but there are core fundamental factors that are relatively more slow moving. We focus on these invariant factors to build the logic of the argument.
ISSN:2331-8422