Ferreira / Tokhi Towards Trustworthy Artificial Intelligent Systems

1. Auflage 2022
ISBN: 978-3-031-09823-9
Verlag: Springer International Publishing
Format: PDF
Kopierschutz: Wasserzeichen (»Systemvoraussetzungen)

E-Book, Englisch, Band 102, 194 Seiten, eBook

Reihe: Intelligent Systems, Control and Automation: Science and Engineering

This present book provides valuable insights on the technical, societal and legal challenges posed by the use of artificial intelligent systems in a plethora of different applications, from embodied robotic systems to ML algorithms. Engaging with concerns about equity, privacy, surveillance and respect for human dignity, “Towards Trustworthy Artificial Intelligent Systems” highlights the fundamental factors on which stakeholders’ trust relies, identifying benchmarking, standardisation and certification as milestones grounding and consolidating that future trust.The multidisciplinary approach followed will make this book a valuable resource for all those involved in the production and deployment of AIs, as well as for academia and legal practitioners.

Zielgruppe

Research

Autoren/Hrsg.

Ferreira, Maria Isabel Aldinhas

Tokhi, Mohammad Osman

Inhaltsverzeichnis

Artificial Intelligence: A Concept Under-Construction, a Reality Under-Development.- In Machines We Trust.- The Roles of Benchmarking, Standardisation and Certification.- Informational Privacy and Trust in Autonomous Intelligent Systems.- Ethical  Risk Assessment For Social Robots: Case Studies in  Smart  Robot Toys.- Practical and Open Source Best Practices for Ethical Machine Learning.- Recruitment AI has a Disability Problem: Anticipating and Mitigating Unfair Automated Hiring Decisions.