Hybrid Wisdom
Hybrid Wisdom refers to an advanced level of human-machine intelligence in practical applications of artificial intelligence computational discourse. It emerges from the synergistic integration of the strengths of human wisdom—derived from experience, intelligence, insight, knowledge, awareness, and human intuition—and the advantages of machine wisdom, which arises from structured hierarchies of data, information, knowledge, and ultimately, computational intelligence.[1][2][3][4][5][6][7][8][9][10][11][12]
This integration occurs at the highest level of the data-information-knowledge-wisdom (DIKW) hierarchy (and correspondingly, at the levels of processing operations, algorithms, systems, and goal realization). Various levels of this integration are also referred to as “Hybrid Artificial Intelligence”.
References
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- ↑ Schoenegger, Philipp; Tuminauskaite, Indre; Park, Peter S.; Bastos, Rafael Valdece Sousa; Tetlock, Philip E. (2024-11-08). "Wisdom of the silicon crowd: LLM ensemble prediction capabilities rival human crowd accuracy". Science Advances. 10 (45). arXiv:2402.19379. Bibcode:2024SciA...10P1528S. doi:10.1126/sciadv.adp1528. ISSN 2375-2548. PMC 11800985 Check
|pmc=value (help). PMID 39514669 Check|pmid=value (help). Unknown parameter|article-number=ignored (help) - ↑ Hansen, Anne Lundgaard, John J. Horton, Sophia Kazinnik, Daniela Puzzello, and Ali Zarifhonarvar. "Simulating the Survey of Professional Forecasters." Available at SSRN (2024).
- ↑ BourBour, Sara; Besharati, Mohammad Reza (2025-09-15). "Wise and Complex Enterprise Architecture for FMIS". doi:10.20944/preprints202509.1272.v1. Missing or empty
|url=(help) - ↑ https://www.hybrid-intelligence-centre.nl/
- ↑ "Hybrid Intelligence: The Workforce for Society 5.0". Forbes.
- ↑ Dellermann, Dominik, Philipp Ebel, Matthias Söllner, and Jan Marco Leimeister. "Hybrid intelligence." Business & Information Systems Engineering 61, no. 5 (2019): 637-643.
- ↑ Passerini, Andrea, Aryo Gema, Pasquale Minervini, Burcu Sayin, and Katya Tentori. "Fostering effective hybrid human-LLM reasoning and decision making." Frontiers in Artificial Intelligence 7 (2025): 1464690.
- ↑ Mestre, Antoni. "Towards a Hybrid Intelligence Paradigm: Systematic Integration of Human and Artificial Capabilities." In International Conference on Research Challenges in Information Science, pp. 149-156. Cham: Springer Nature Switzerland, 2024.
- ↑ Jarrahi, Mohammad Hossein, Christoph Lutz, and Gemma Newlands. "Artificial intelligence, human intelligence and hybrid intelligence based on mutual augmentation." Big Data & Society 9, no. 2 (2022): 20539517221142824.
- ↑ Spence, Edward H. "Wisdom in the Age of Intelligent Machines." (2025).
- ↑ Zhang, Weizhi (2022). The World of Dual-Brain. doi:10.1007/978-981-19-3820-7. ISBN 978-981-19-3819-1. Search this book on
- ↑ Jeste, Dilip V.; Graham, Sarah A.; Nguyen, Tanya T.; Depp, Colin A.; Lee, Ellen E.; Kim, Ho-Cheol (August 2020). "Beyond artificial intelligence: exploring artificial wisdom". International Psychogeriatrics. 32 (8): 993–1001. doi:10.1017/s1041610220000927. ISSN 1041-6102. PMID 32583762 Check
|pmid=value (help).
