Producing Artificial Intelligent Systems
The Roles of Benchmarking, Standardisation and Certification
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Beschreibung
The fast development of intelligent technologies in the previous years, their boost during the COVID crisis, and their huge acceleration with the proliferation of the Large Language Models has led industry, governance, legislators and regulators to race to achieve production control, striving to define regional and global regulatory frameworks, capable of guaranteeing their safe deployment.
In an evolving and uneven regulatory context, balancing fast technological development and the safe and ethical use of these new disruptive technologies, with an expected total economic impact of 4.4 trillion dollars annually, becomes presently the biggest challenge.
The present book addresses the fundamental role played by the three milestones- Benchmarking, Standardization, and Certification that are part of the developmental loop of all products in developed economies. The essential role played by these milestones and the importance of defining accurate general and specific metrics is addressed in this book with particular case studies in the domains of Robotics and AI-
Chapter “Trust in Robot Benchmarking and Benchmarking for Trustworthy Robots” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
The fast development of intelligent technologies in the previous years, their boost during the COVID crisis, and their huge acceleration with the proliferation of the Large Language Models has led industry, governance, legislators and regulators to race to achieve production control, striving to define regional and global regulatory frameworks, capable of guaranteeing their safe deployment.
In an evolving and uneven regulatory context, balancing fast technological development and the safe and ethical use of these new disruptive technologies, with an expected total economic impact of 4.4 trillion dollars annually, becomes presently the biggest challenge.
The present book addresses the fundamental role played by the three milestones- Benchmarking, Standardization, and Certification that are part of the developmental loop of all products in developed economies. The essential role played by these milestones and the importance of defining accurate general and specific metrics is addressed in this book with particular case studies in the domains of Robotics and AI-
Chapter “Trust in Robot Benchmarking and Benchmarking for Trustworthy Robots” is available open access under a Creative Commons Attribution 4.0 International License via link.springer.com.
Addresses the roles of Benchmarking, Standardization, and Certification Presents recent research on Producing Artificial Intelligent Systems Focuses on the production pipeline of efficient, safe, and reliable embodied and non-embodied AIS
Autor*in
Maria Isabel Aldinhas Ferreira
Themen in »Producing Artificial Intelligent Systems«
Computational Intelligence AIS Artificial Intelligent Systems Product Trust Benchmarking