--- Russell Wallace <[EMAIL PROTECTED]> wrote:

> Is there a consensus at least that AGI paths fall into the two
> categories of D-then-S or S-then-D?

I think the more traditional classification is D = symbolic, S =
pattern recognition/motor, or D = high level, S = low level.  The
D-then-S approach has been popular not because it is biologically
plausible, but because D by itself lends itself to optimizations that
enable it to work on available hardware.  Unfortunately these
optimizations make it incompatible with S, for example, Cyc's (D)
failure to interface with natural language (S).  The most successful
language models are statistical, a pattern recognition problem.

It is tempting, I know.  The human brain uses 10^15 synapses to store
10^9 bits of symbolic knowledge.  If we knew why, it might put D-then-S
to rest.


-- Matt Mahoney, [EMAIL PROTECTED]

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agi
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