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Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems

Name: Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems
Author: James Sayles
ISBN: 9798868809835

by James Sayles

December 2024

Intermediate to advanced

491 pages

8h 52m

English

Apress

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Content preview from Principles of AI Governance and Model Risk Management: Master the Techniques for Ethical and Transparent AI Systems

J. SaylesPrinciples of AI Governance and Model Risk Managementhttps://doi.org/10.1007/979-8-8688-0983-5_14

14. Considering the Environmental Impacts of AI Systems

James Sayles¹

(1)

Spring, TX, USA

Considering the environmental impact of AI systems and ensuring they are developed and operated sustainably is incredibly careful planning and consideration.

AI systems have a power-hungry nature. Training large AI models, like those for natural language processing, requires massive energy. This energy often comes from sources that contribute significantly to carbon emissions. Reducing the energy footprint of AI is crucial for sustainability, as is ensuring that ...

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