TY - CHAP
T1 - Using AI to enhance collective intelligence in virtual teams:
T2 - augmenting cognition with technology to help teams adapt to complexity
AU - Williams Woolley, Anita
AU - Gupta, Pranav
AU - Glikson, Ella
PY - 2023
Y1 - 2023
N2 - The internet has enabled an increasing amount of collaboration to occur via virtual teamwork, including more complex forms where individuals are working on multiple teams simultaneously. We argue that the environmental complexity teams face requires they be designed for collective intelligence, a capability enabling groups to accomplish goals across a wide range of environments. We describe the transactive systems model of collective intelligence, which articulates how individual memory, attention and reasoning give rise to the emergence and mutual adaptation of the transactive memory, attention, and reasoning processes underlying collective intelligence. Furthermore, as artificial intelligence develops more capabilities to facilitate human interaction, we see how it might augment human cognition in ways that will enhance collective intelligence. Developing trust in AI will be essential for enabling higher levels of collective intelligence with tremendous benefits for organizations and society.
AB - The internet has enabled an increasing amount of collaboration to occur via virtual teamwork, including more complex forms where individuals are working on multiple teams simultaneously. We argue that the environmental complexity teams face requires they be designed for collective intelligence, a capability enabling groups to accomplish goals across a wide range of environments. We describe the transactive systems model of collective intelligence, which articulates how individual memory, attention and reasoning give rise to the emergence and mutual adaptation of the transactive memory, attention, and reasoning processes underlying collective intelligence. Furthermore, as artificial intelligence develops more capabilities to facilitate human interaction, we see how it might augment human cognition in ways that will enhance collective intelligence. Developing trust in AI will be essential for enabling higher levels of collective intelligence with tremendous benefits for organizations and society.
U2 - https://doi.org/10.4337/9781802200508
DO - https://doi.org/10.4337/9781802200508
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SN - 9781802200492
SP - 67
EP - 88
BT - Handbook of Virtual Work
A2 - Gilson, Lucy
A2 - O’Neill, Thomas
A2 - Maynard, M.
PB - Edward Elgar Publishing
ER -