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a paper that gives an elegant categorization of neural-symbolic AI systems. Figure

document from [BH05] House Oversight Committee — Epstein Estate Records (Nov 2025)

a paper that gives an elegant categorization of neural-symbolic AI systems. Figure

because the main interest of their review is in monolithic systems. We

document Hitzler do not focus on House Oversight Committee — Epstein Estate Records (Nov 2025)

because the main interest of their review is in monolithic systems. We

as inspired by intelligent control systems theory (e.g. Albus as mentioned

document action hierarchies House Oversight Committee — Epstein Estate Records (Nov 2025)

as inspired by intelligent control systems theory (e.g. Albus as mentioned

and that deep learning systems are probably better as models of perception

document this perspective House Oversight Committee — Epstein Estate Records (Nov 2025)

and that deep learning systems are probably better as models of perception

SOAR and other ""GOFAI"" type systems. On the other hand

document knowledge as in Cyc House Oversight Committee — Epstein Estate Records (Nov 2025)

SOAR and other ""GOFAI"" type systems. On the other hand

to the systems theory of development in general

document development – and even more broadly House Oversight Committee — Epstein Estate Records (Nov 2025)

to the systems theory of development in general.

but at least in the case of AGI systems it is theoretically possible to

document this is done indirectly House Oversight Committee — Epstein Estate Records (Nov 2025)

but at least in the case of AGI systems it is theoretically possible to

and it’s important that AGI systems can encompass

document here with the different types of memory House Oversight Committee — Epstein Estate Records (Nov 2025)

and it’s important that AGI systems can encompass

whereas less brain-like AGI systems are much less well understood. However

document ethical standards House Oversight Committee — Epstein Estate Records (Nov 2025)

whereas less brain-like AGI systems are much less well understood. However

so that creating AGI systems potentially much

document • Humans are not all that consistently ethical House Oversight Committee — Epstein Estate Records (Nov 2025)

so that creating AGI systems potentially much

hierarchically-dominated goal systems. That is

document systems with explicit House Oversight Committee — Epstein Estate Records (Nov 2025)

hierarchically-dominated goal systems. That is:

and then social relations and systems perspectives

document about the first instrumental egoism House Oversight Committee — Epstein Estate Records (Nov 2025)

and then social relations and systems perspectives

as well as the capability to consult GIS systems and various

document an AGI’s cognitive ability House Oversight Committee — Epstein Estate Records (Nov 2025)

as well as the capability to consult GIS systems and various

if once considers AGI systems embedded in

document design. But the matter is a little subtler than that House Oversight Committee — Epstein Estate Records (Nov 2025)

if once considers AGI systems embedded in

versus metrics for precise measurement of AGI systems

document qualitative evaluation of AGI systems House Oversight Committee — Epstein Estate Records (Nov 2025)

versus metrics for precise measurement of AGI systems.