Can Architecture Knowledge Guide Software Development With Generative AI?

Incorporating architecture knowledge into data that large language models are trained on and to tools that software engineers use to solve large scoped development problems ranging from technology upgrades, language translation, to software evolution is an unexplored area with challenging problems,...

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Bibliographic Details
Published in:IEEE software 2023-09, Vol.40 (5), p.4-8
Main Author: Ozkaya, Ipek
Format: Article
Language:English
Subjects:
Generative artificial intelligence
Language translation
Large language models
Software
Software development
Upgrading
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Summary:Incorporating architecture knowledge into data that large language models are trained on and to tools that software engineers use to solve large scoped development problems ranging from technology upgrades, language translation, to software evolution is an unexplored area with challenging problems, but exciting applications if successful.
ISSN:0740-7459
1937-4194
DOI:10.1109/MS.2023.3306641