1. AGI as a means of getting "truly" new knowledge using existing experience.
- Author
-
Smolin, Vladimir and Zhuravlev, Dmitry
- Subjects
VECTOR control ,MACHINE learning ,INTUITION ,ALGORITHMS ,INTELLIGENT buildings - Abstract
The evolution and civilization development lead us to the progress next important step - the creation of AGI. More "intelligent" tasks are successfully solved by machine learning methods using neural network algorithms. Not only the solved problems quantitative increase in the number and accuracy are important, but also a qualitative transition to the tasks of obtaining "truly" new knowledge and building "truly" new goals on their basis. This transition can serve as a criterion for determining AGI. The paper shows necessity of using existing knowledge to advance into the field of more and more diverse "truly" new knowledge. Also, the paper shows usefulness of implementing proposed ideas on a scalable hierarchical structure which has two main modes of operation: "intuition" and "thinking", and structure of vector control of these and other operation modes, similar to animal hormonal control. [ABSTRACT FROM AUTHOR]
- Published
- 2022
- Full Text
- View/download PDF