Well, I may be wrong in the premise:  maybe the human brain is just
clogging along with an exponential algorithm, and using some external
contextual knowledge to help.  Maybe that's why we're all here in this
stupid place... =)

Case (A):  optimistic -- nature has found P=NP and our brain is using it.
 We just have to find the polynomial-time algorithm explicitly.

Case (B):  pessimistic -- P != NP, even approximation is impossible.  This
is scary, as we won't be able to find efficient algorithms even by very
advanced math tricks.  The best we can do is utilize external domain
knowledge, ie, Cyc (or any inference engine of your choice) + hierarchical
organization of contexts.

....



-------------------------------------------
AGI
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