Artificial neural network and the prospect of AGI: an argument from architecture
Intelligent systems realized by artificial deep neural networks are entirely composed of Fodorian modules. Human mind exemplifies either the massive modularity or does not exhibit modular structures. In either case, human mind is not entirely composed of Fodorian modules. Human mind thus has a different architecture in compare with systems realized by neural networks. Realizing strong AI by deep neural networks alone turns out to be an unrealistic vision.
Authors
- Bin Ye (ORCID: https://orcid.org/0000-0002-9544-6907)
- Chang Liu (ORCID: https://orcid.org/0000-0003-1581-128X)
Institutions
- Sun Yat-sen University (CN)
- Fudan University (CN)
Publication Details
- Journal
- Discover Artificial Intelligence
- Published
- 2025-10-29
- DOI
- https://doi.org/10.1007/s44163-025-00561-w
- Primary Topic
- Cognitive Computing and Networks
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Office for Philosophy and Social Sciences