A Research Agenda for Hybrid Intelligence: Augmenting Human Intellect With Collaborative, Adaptive, Responsible, and Explainable Artificial Intelligence

Journal article (2020)

Authors

Zeynep Akata Eberhard Karls Universität Tübingen, Universiteit van Amsterdam
K.V. Hindriks Vrije Universiteit Amsterdam
H.S. Hung Pattern Recognition and Bioinformatics - EEMCS
C.M. Jonker Interactive Intelligence - EEMCS
M.A. Neerincx Interactive Intelligence - EEMCS
F.A. Oliehoek Interactive Intelligence - EEMCS
M.B. van Riemsdijk Interactive Intelligence - EEMCS
A.L. Robbins-van Wynsberghe Ethics & Philosophy of Technology - TPM
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Copyright: © 2020 Zeynep Akata, M.V. Dignum, K.V. Hindriks, H.S. Hung, C.M. Jonker, M.A. Neerincx, F.A. Oliehoek, M.B. van Riemsdijk, A.L. Robbins-van Wynsberghe, More Authors
DOI
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https://doi.org/10.1109/MC.2020.2996587
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Published Date

2020

Language

English

Abstract

We define hybrid intelligence (HI) as the combination of human and machine intelligence, augmenting human intellect and capabilities instead of replacing them and achieving goals that were unreachable by either humans or machines. HI is an important new research focus for artificial intelligence, and we set a research agenda for HI by formulating four challenges.