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When AI pushes back: The impact of AI dissent on user knowledge innovation in online knowledge communities | Synapse
March 3, 2026
When AI pushes back: The impact of AI dissent on user knowledge innovation in online knowledge communities
JL
Jiaxuan Li
Nanjing University of Information Science and Technology
MH
Mingxing Han
Jiangsu University
FD
Feng Ding
Shanghai University of Sport
Key Points
Innovation in user knowledge is significantly influenced by AI dissent, reshaping how communities share information.
Findings indicate that increased AI dissent correlates with higher levels of user engagement and creativity.
Observational analysis of online communities highlights the roles of collaboration and dissent in knowledge creation.
Impacts of AI dissent on knowledge innovation merit further exploration in diverse online contexts.
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Li et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75e95c6e9836116a29533
https://doi.org/https://doi.org/10.1007/s12525-026-00872-5
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