Building Responsible AI Algorithms: A Framework for Transparency, Fairness, Safety, Privacy, and Robustness

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2023

T. DukeBuilding Responsible AI Algorithmshttps://doi.org/10.1007/978-1-4842-9306-5_2

2. AI Principles

Toju Duke¹  

(1)

London, UK

 

The first chapter set the foundation for responsible AI frameworks, kicking off with responsibility and a few examples of AI and its ethical limitations. This chapter delves into “AI principles,” which are fundamental components of building responsible AI systems.

Any organization developing and building AI systems should base these systems on a set of principles, otherwise known as AI principles or guidelines. AI principles are stepping stones for all types of AI development carried out across an organization. They are meant to ...