Mike,

What is the evidence, if any, that it would be difficult for a sophisticated
Novamente-like AGI to switch domains?  

In fact, much of valuable AGI thinking would involve patterns and mental
behaviors that extended across different domains. Human natural language
understanding is believed to use multiple domains of knowledge in the brain
when necessary, such as visual imagination, to help in understanding what is
being said or what is to be said. The OpenCog WikiBook describes multiple
procedures for controlling, and automatically learning to control inference,
activation, and procedure execution.  This could be used to accomplish
sophisticated interaction of knowledge from different domains, much as the
human brain does.

Brain studies conducted by Wolf Singer indicate that the brain synchronies
can be used to interconnect portions of the brain with different areas of
expertise when performing a job that requires one of those areas to tune
into information coming from the other.  It would be easy to make an AGI do
something equivalent.  In fact, in routine tasks, the synchronies are often
set up in advance of there being an activation in some of the regions
connected by them, because the brain has learned from prior inferencing
patterns to expect such activations to arise given the task being performed.

Ed Porter





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agi
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