Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour
Emilia G\'omez, Carlos Castillo, Vicky Charisi, Ver\'onica Dahl,, Gustavo Deco, Blagoj Delipetrev, Nicole Dewandre, Miguel \'Angel, Gonz\'alez-Ballester, Fabien Gouyon, Jos\'e Hern\'andez-Orallo, Perfecto, Herrera, Anders Jonsson, Ansgar Koene, Martha Larson, Ram\'on L\'opez de

TL;DR
This paper summarizes the outcomes of the HUMAINT workshop, exploring how artificial intelligence influences human behavior, cognition, and decision-making, and identifies future research challenges and strategies in this interdisciplinary field.
Contribution
It provides an interdisciplinary overview of current research, challenges, and future directions regarding the impact of machine intelligence on human behavior and cognition.
Findings
Identification of key research challenges
Emerging topics in AI and human behavior
Strategies for future interdisciplinary research
Abstract
This document contains the outcome of the first Human behaviour and machine intelligence (HUMAINT) workshop that took place 5-6 March 2018 in Barcelona, Spain. The workshop was organized in the context of a new research programme at the Centre for Advanced Studies, Joint Research Centre of the European Commission, which focuses on studying the potential impact of artificial intelligence on human behaviour. The workshop gathered an interdisciplinary group of experts to establish the state of the art research in the field and a list of future research challenges to be addressed on the topic of human and machine intelligence, algorithm's potential impact on human cognitive capabilities and decision making, and evaluation and regulation needs. The document is made of short position statements and identification of challenges provided by each expert, and incorporates the result of the…
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Taxonomy
TopicsExplainable Artificial Intelligence (XAI) · Advanced Graph Neural Networks · Mental Health Research Topics
