Chapter
Dominance of Neural Network Research in AGI
1:12:02 - 1:16:58 (04:56)
The field of Artificial General Intelligence (AGI) is currently dominated by neural network research, which focuses on non-linear regression. However, a theory-based approach could involve formalizing requirements and using a program specializer on Hutter's AXE-TL machine.
Clips
This podcast discussed the current dominance of neural network research in AGI.
1:12:02 - 1:14:52 (02:49)
AGI, Neural Networks, OpenCog, Theory-based approach
Summary
This podcast discussed the current dominance of neural network research in AGI. A theory-based approach to AGI is suggested which can only work for insanely powerful or impractical machines.
ChapterDominance of Neural Network Research in AGI
Episode#103 – Ben Goertzel: Artificial General Intelligence
PodcastLex Fridman Podcast
The process of program specialization can be formalized to meet computing resource constraints, space and time constraints on the program, and specific environmental goals using a specification language like AXE-TL.
1:14:52 - 1:16:58 (02:06)
Program specialization
Summary
The process of program specialization can be formalized to meet computing resource constraints, space and time constraints on the program, and specific environmental goals using a specification language like AXE-TL.