The LLM Advantage: A Comparative Study of Organizational Success Factors for Implementing Large Language Models - Couverture souple

Agarwal, Lokesh; Nasim, Anas

 
9789999320986: The LLM Advantage: A Comparative Study of Organizational Success Factors for Implementing Large Language Models
Couverture souple
ISBN 10 : 9999320988 ISBN 13 : 9789999320986
Editeur : Eliva Press, 2024

Synopsis

The study explores translating ethical principles, such as fairness, into practical AI governance processes. The research focuses on defining AI governance at the organizational level and its integration into the existing governance structure alongside corporate governance, IT governance, and data governance. By investigating these aspects, the paper aims to lay the foundation for comprehensive AI governance frameworks and facilitate the implementation of responsible AI practices across organizations.   We evaluate a set of open-source LLMs by prompting them with various tasks and measuring the time taken to generate responses. Additionally, we assess their ability to maintain coherence and relevance to the provided context through qualitative analysis. Our findings aim to provide developers and researchers with insights into the trade-offs between speed and context-awareness when choosing open-source LLMs for their applications.   Defining Organizational AI Governance" delves into the critical need for robust AI governance frameworks within organizations to effectively manage the advantages and risks associated with AI systems.

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Éditeur
Eliva Press
Date d'édition
2024
Langue
anglais
ISBN 10 
9999320988
ISBN 13 
9789999320986
Reliure
Broché
Nombre de pages
75
Coordonnées du fabricant
non disponible
Personne responsable
non disponible