M. Westberg
6 records found
1
The SPATIAL Architecture
Design and Development Experiences from Gauging and Monitoring the AI Inference Capabilities of Modern Applications
Despite its enormous economical and societal impact, lack of human-perceived control and safety is re-defining the design and development of emerging AI-based technologies. New regulatory requirements mandate increased human control and oversight of AI, transforming the developme
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Various AI systems have taken a unique space in our daily lives, helping us in decision-making in critical as well as non-critical scenarios. Although these systems are widely adopted across different sectors, they have not been used to their full potential in critical domains su
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Reinforcement Learning performs well in many different application domains and is starting to receive greater authority and trust from its users. But most people are unfamiliar with how AIs make their decisions and many of them feel anxious about AI decision-making. A result of t
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Different explainable AI (XAI) methods are based on different notions of ‘ground truth’. In order to trust explanations of AI systems, the ground truth has to provide fidelity towards the actual behaviour of the AI system. An explanation that has poor fidelity towards the AI syst
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Robots and digital agents find their way in an increasing number of areas in our everyday lives. In this paper we look at the history of coaching devices and their impact on our health and lifestyle, as well as the emergence of coaching robots. We explore the worry that a growing
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Cognitive science and artificial intelligence are interconnected in that developments in one field can affect the framework of reference for research in the other. Changes in our understanding of how the human mind works inadvertently changes how we go about creating artificial m
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