Transformations in the Time of The Transformer

Fuente: arXiv
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Main Authors: Faratin, Peyman, Garcia, Ray, Corbo, Jacomo
Format: Preprint
Published: 2023
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author Faratin, Peyman
Garcia, Ray
Corbo, Jacomo
author_facet Faratin, Peyman
Garcia, Ray
Corbo, Jacomo
contents 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.
format Preprint
id arxiv_https___arxiv_org_abs_2401_10897
institution arXiv
publishDate 2023
record_format arxiv
spellingShingle Transformations in the Time of The Transformer
Faratin, Peyman
Garcia, Ray
Corbo, Jacomo
Computers and Society
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.
title Transformations in the Time of The Transformer
topic Computers and Society
url https://arxiv.org/abs/2401.10897