Responsible AI

Implement an Ethical Approach in your Organization
1. Auflage 2024
ISBN: 978-1-3986-1570-0
Verlag: Kogan Page

Buch, Englisch, 272 Seiten, Format (B × H): 156 mm x 234 mm, Gewicht: 617 g

Responsible AI is a guide to how business leaders can develop and implement a robust and responsible AI strategy for their organizations. Responsible AI has rapidly transitioned to a strategic priority for leaders and organizations worldwide. Responsible AI guides readers step-by-step through the process of establishing robust yet manageable ethical AI initiatives for any size organization, outlining the three core pillars of building a responsible AI strategy: people, process and technology. It provides the insight and guidance needed to help leaders fully understand the technical and commercial potential of ethics in AI while also covering the operations and strategy needed to support implementation. Responsible AI breaks down what it means to use ethics and values as a modern-day decision-making tool in the design and development of AI. It conceptually covers both how ethics can be used to identify risks and establish safeguards in the development of AI and how to use ethics-by-design methods to stimulate AI innovation. It also covers the different considerations for large enterprises and SMEs and discusses the role of the AI ethicist. It is supported by practical case studies from organizations such as IKEA, Nvidia, Rolls-Royce and NatWest Group.

Autoren/Hrsg.

Gambelin, Olivia

Fachgebiete

• Mathematik | Informatik EDV | Informatik Informatik Künstliche Intelligenz
• Wirtschaftswissenschaften Betriebswirtschaft Management Entscheidungsfindung
• Wirtschaftswissenschaften Betriebswirtschaft Bereichsspezifisches Management Management: Führung & Motivation
• Wirtschaftswissenschaften Betriebswirtschaft Unternehmensorganisation, Corporate Responsibility Unternehmensethik

Inhaltsverzeichnis

Chapter - 01: Defining ethics in AI – and how values will shape the face of success; Chapter - 02: Know your values – how to find and define your values for responsible AI; Chapter - 03: The duality of ethics – managing risk and innovation in AI; Chapter - 04: Calibrating the compass – aligning responsible AI to your organization’s objectives; Chapter - 05: Five reasons why you shouldn’t invest in responsible AI – and one reason why you should; Chapter - 06: The responsible AI blindspot you didn’t know you had – and the tool to fix it; Chapter - 07: Who is building your AI ? – the people driving your responsible AI success; Chapter - 08: How is your AI being built ? – the process making the responsible AI engine run; Chapter - 09: What are you building into your AI ? – the technical interventions of responsible AI; Chapter - 10: The different phases of responsible AI adoption – and how to understand where you are currently; Chapter - 11: Becoming a responsible AI enabled-organization – how to build a strategy for success; Chapter - 12: Who’s responsible for responsible AI ? – how to bring about responsible AI change for your organization; Chapter - 13: The responsible AI professional – the roles, responsibilities, and structures of working in responsible AI; Chapter - 14: In pursuit of good tech – bringing your responsible AI strategy to life; Chapter - 15: References;

Über Autor(innen)

Gambelin, Olivia
Olivia Gambelin is an AI ethicist who specializes in the practical application of ethics to technological and artificial intelligence innovation. She is the founder of Ethical Intelligence, an AI ethics advisory firm providing Ethics-as-a-Service through the world's largest network of Responsible AI practitioners. Gambelin works directly with business leaders on the operational and strategic development of Responsible AI and has advised various organizations from Fortune 500 to Series A startups across the healthcare, financial, and media sectors in utilizing ethics as a decision-making tool. In addition to her work as an ethicist, she is on the Founding Editorial Board for Springer Nature's AI and Ethics Journal, Co-Chair of IEEE's AI Expert Network Criteria Committee, and is on the Advisory Board of the Ethical AI Governance Group (EAIGG). Gambelin splits her year between San Francisco, USA where she is an active member of Silicon Valley's ecosystem of startups and investors, and Brussels, Belgium where she advises on AI policy and regulation.

Olivia Gambelin is a leading AI ethicist who specializes in the practical application of ethics to technological and artificial intelligence innovation. She is the founder of Ethical Intelligence, an AI ethics advisory firm. Gambelin works directly with business leaders on the operational and strategic development of Responsible AI, has advised multiple organizations in utilizing ethics as a decision-making tool and also advises on AI policy, governance and regulation. Gambelin is based between San Francisco, California and Brussels, Belgium.