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Producing Artificial Intelligent Systems : The Roles of Benchmarking, Standardisation and Certification / edited by Maria Isabel Aldinhas Ferreira.
Springer eBooks EBA - Intelligent Technologies and Robotics Collection 2024 Available online
View online- Format:
- Book
- Author/Creator:
- Ferreira, Maria Isabel Aldinhas.
- Series:
- Studies in Computational Intelligence, 1860-9503 ; 1150
- Language:
- English
- Subjects (All):
- Computational intelligence.
- Artificial intelligence.
- Engineering--Data processing.
- Engineering.
- Computational Intelligence.
- Artificial Intelligence.
- Data Engineering.
- Local Subjects:
- Computational Intelligence.
- Artificial Intelligence.
- Data Engineering.
- Physical Description:
- 1 online resource (173 pages)
- Edition:
- 1st ed. 2024.
- Place of Publication:
- Cham : Springer Nature Switzerland : Imprint: Springer, 2024.
- Summary:
- 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-.
- Contents:
- On the relationship between Benchmarking, Standardisation and Certification in Robotics and AI
- Confiance.ai Program, Software Engineering for Trustworthy AI
- Trust in Robot Benchmarking and Benchmarking for Trustworthy Robots
- Trustworthy Artificial Intelligence in the Context of Metrology
- Performance Modelling of Autonomous Mobile Robot Software Components
- Towards Standardization of Interaction Design: Cognitive Developmental Robotics Revisited
- KPI-driven Energy Monitoring Dashboards for Robotic Performance
- Co-Regulation and AI Innovation
- Prolegomenon for a Family of Theorems Regarding Trustworthiness in Autonomous Artificial Agents
- The Quest for an AI Ethics: Between Benevolence and Greed.
- Other Format:
- Print version: Aldinhas Ferreira, Maria Isabel Producing Artificial Intelligent Systems
- ISBN:
- 9783031558177
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