The Importance of Neuroscientific Research of Consciousness for the Development of General Artificial Intelligence (Methodological Issues)
Voprosy Filosofii January 1, 2022 DOI: 10.21146/0042-8744-2022-2-83-93 (opens in new tab) via Semantic Scholar
Summary
AI-generated from the abstractCreating artificial general intelligence (AGI) that approaches natural intelligence requires integrating phenomenological studies of subjective reality with neuroscientific findings on consciousness. The article identifies key neuroscientific studies of consciousness that could inform the modeling of specific cognitive architectures for AGI. To justify using neuroscientific descriptions of cognitive operations in computer modeling, the author proposes an informational approach that explains the connection between subjective reality and brain processes. Closer collaboration among specialists in methodology, epistemology, artificial intelligence, and neuroscience is a prerequisite for progress.
Study at a glance
| Characteristics | Theoretical or philosophical paper Peer reviewed |
|---|---|
| Keywords | Computer science Philosophy |
| Key finding | Proposes that an informational approach can explain the link between subjective reality and brain processes, providing a basis for using neuroscientific findings to model AGI cognitive architectures. |
Abstract
The development of artificial intelligence has entered a new stage associated with the problem of creating General Artificial Intelligence (AGI), approaching in its functions to the abilities of natural intelligence. Along with the phenomenological studies of the cognitive structures of subjective reality, the most important resource for the creation of AGI is the use of the results of neuroscientific studies of consciousness. The article discusses the most important of them, which can serve as a basis for modeling specific cognitive architectures of AGI. This requires a theoretical explaining the nature of the connection between the phenomena of subjective reality and brain processes. The author proposes an informational approach that allows explaining this connection and thereby substantiate the use of a neuroscientific description of cognitive operations for computer modeling of specific cognitive architectures of AGI. For this purpose, the results of the most important neuroscientific studies of consciousness are analyzed for the development of AGI. A prerequisite for this is the organization of closer cooperation of specialists in the field of methodology and epistemology, artificial intelligence and neuroscientific research.