Hypothesizing that graphs could lead to AGI is tantamount to equating part of the neocortex to the whole body. A model does not make reality, especially when the two are designed to work in a permanent feedback tandem.
Since writing A Thousand Brains, Jeff Hawkins has revealed fascinating structures within the brain, a finite set of structure 'types' so to speak (families of similarly architectured brain parts).
Graphs are definitely part of the biological design, but in taking inspiration from nature to build our own beings, we should take notice that the real thing is vastly more complex, and investigate more exhaustively the ins and outs of real brain structures.
Since writing A Thousand Brains, Jeff Hawkins has revealed fascinating structures within the brain, a finite set of structure 'types' so to speak (families of similarly architectured brain parts).
Graphs are definitely part of the biological design, but in taking inspiration from nature to build our own beings, we should take notice that the real thing is vastly more complex, and investigate more exhaustively the ins and outs of real brain structures.