AI-enhanced collective intelligence [PDF]
PatternsSummary Current societal challenges exceed the capacity of humans operating either alone or collectively. As AI evolves, its role within human collectives will vary from an assistive tool to a participatory member.
Taha Yasseri
exaly +7 more sources
Beyond collective intelligence: Collective adaptation. [PDF]
J R Soc Interface, 2023 We develop a conceptual framework for studying collective adaptation in complex socio-cognitive systems, driven by dynamic interactions of social integration strategies, social environments and problem structures. Going beyond searching for ‘intelligent’
Galesic M +19 more
europepmc +10 more sources
Collective intelligence in teams: Contextualizing collective intelligent behavior over time. [PDF]
Front Psychol, 2022 Collective intelligence (CI) in organizational teams has been predominantly understood and explained in terms of the quality of the outcomes that the team produces.
Janssens M, Meslec N, Leenders RTAJ.
europepmc +5 more sources
Quantifying collective intelligence in human groups [PDF]
Proceedings of the National Academy of Sciences of the United States of America, 2021 Christoph Riedl +2 more
exaly +3 more sources
Future medicine: from molecular pathways to the collective intelligence of the body. [PDF]
Trends Mol Med, 2023 The remarkable anatomical homeostasis exhibited by complex living organisms suggests that they are inherently reprogrammable information-processing systems that offer numerous interfaces to their physiological and anatomical problem-solving capacities ...
Lagasse E, Levin M.
europepmc +2 more sources
Fostering Collective Intelligence in Human-AI Collaboration: Laying the Groundwork for COHUMAIN. [PDF]
Top Cogn Sci, 2023 Artificial Intelligence (AI) powered machines are increasingly mediating our work and many of our managerial, economic, and cultural interactions. While technology enhances individual capability in many ways, how do we know that the sociotechnical system
Gupta P +3 more
europepmc +2 more sources
Automating hybrid collective intelligence in open-ended medical diagnostics. [PDF]
Proc Natl Acad Sci U S A, 2023 Significance In the United States, an estimated 250,000 people die annually from preventable medical errors, many of which originate during the diagnostic process.
Kurvers RHJM +5 more
europepmc +2 more sources
Collective intelligence: A unifying concept for integrating biology across scales and substrates. [PDF]
Commun BiolA defining feature of biology is the use of a multiscale architecture, ranging from molecular networks to cells, tissues, organs, whole bodies, and swarms.
McMillen P, Levin M.
europepmc +2 more sources
The Multiscale Wisdom of the Body: Collective Intelligence as a Tractable Interface for Next-Generation Biomedicine. [PDF]
BioessaysThe dominant paradigm in biomedicine focuses on genetically‐specified components of cells and their biochemical dynamics, emphasizing bottom‐up emergence of complexity.
Levin M.
europepmc +2 more sources
Fostering collective intelligence education [PDF]
EAI Endorsed Transactions on e-Learning, 2016 New educational models are necessary to update learning environments to the digitally shared communication and information. Collective intelligence is an emerging field that already has a significant impact in many areas and will have great implications ...
AW Woolley +15 more
core +11 more sources