Producing Artificial Intelligent Systems

The fast development of intelligent technologies in the previous years, their boost during the COVID crisis, and theirhuge acceleration with the proliferation of theLargeLanguageModels has led industry, governance, legislators and regulators to race to achieve production control,striving to defineregional and global regulatory frameworks, capable of guaranteeing theirsafe 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 presentlythe biggest challenge. The present book addressesthe fundamental role played by the three milestones- Benchmarking, Standardization, and Certification that are part of the developmental loop of all products indeveloped economies. The essential role played bythese milestones and the importance of definingaccurate general and specificmetrics is addressed in this bookwith particularcase studies in the domains of Robotics and AI-