I appreciate the link to the definition of consilience.  But my definition
of the combination of observation objectives which are weakly correlated
with some more inscrutable event goes slightly further (into the
philosophy/conjectured processes of mind) than the idea of consilence. I
was talking about a more fundamental form of some mental activity that has
some strong similarities to consilence.  I derived this idea from a number
of different approaches.

Not everyone agrees on the relevance of this kind of thing to AGI.

The basic method of devising recognizable stand-ins that could be
correlated with a more inscrutable event (or references of meaning) is
through the use of the recognition of ideas that we are more familiar
with.  So a person who understands the basis of an observation (or a
communication) might be able to infer something that he did not fully
understand by relying on the context of the more familiar situations.  The
best known formal case of this is situation where the kind of context of a
well known generalization can convey the meaning of a
particular specification because the range of the specification is so
likely narrowed by the context.  In the everyday examples of determining
how we infer the nature of an event we usually rely on the context of a
situation where we recognize many objects and sub situations.  For
example, I walk into the office and two women who like me are paying more
attention to me than usual.  One of them is married and the other is
usually somewhat non-chalant toward me.  There behavior is a little
unusual.  Why are they acting like this?

Consilence, just like the observation of events that we take as being
familiar, is based on the combinations of numerous collections of nearly
inscrutable events that are inferred by familiar interpretations of
observable objectives or "instruments" (in the sense of philosophical
jargon) of perception.

I believe that the ability to interpret some more elemental sensory
impressions is based on projections of imaginative interpretations.  But
the problem in AGI is how do we recognize which interpretation should be
applied to the context of the "buzzing booming confusion" of elemental
sensory events in order to turn them into common place observation events.
But the paths leading from representative observation event to recognized
(or familiar) complexities of nearly inscrutable events onto unfamiliar
complexities of other nearly inscrutable events must be complicated and
prone to errors. How can this lead to a reliable theory.

We have to be able to explain the mundane before we can answer the more
elusive questions.  We have to find simple but effective method to explain
how these commonplace recognition events can take place in AGI.  This is an
elusive problem because of the range of the possibilities.  So, in order to
explain how this can take place in a simple time frame I have to guess that
it is done through a narrowing of the possibilities.  But since this kind
of multiple step system is so prone to error there must be some channels
for making corrections based on the accumulation and interpretation of data
that can be found during recognition stages of thought.

Jim Bromer

On Mon, Feb 4, 2013 at 10:51 AM, Aaron Hosford <[email protected]> wrote:

> http://en.wikipedia.org/wiki/Consilience
>
>
> On Mon, Feb 4, 2013 at 7:23 AM, Jim Bromer <[email protected]> wrote:
>
>> A strong correlation between a relatively inscrutable event and a
>> reliably observable event is very useful because the observable event can
>> be used as an observation objective that can stand for the inscrutable
>> event. However, it is an unlikely pairing. It is more likely that we will
>> find that an observable event is only weakly correlated with the more
>> inscrutable event. However, by using multiple 'vantages' you might find
>> many different observable events which can be used as observation
>> objectives to indicate that a more inscrutable event has occurred. By
>> finding different observation objectives which can combine to enhance the
>> weak correlations of the individual observation objectives, an AGI program
>> would be more likely to be capable of inferring that the inscrutable event
>> has occurred. We also need to be able to find observation objectives that
>> can be combined to help distinguish between more elusive events which might
>> both be associated with some particular group of observation events.
>>
>> Jim Bromer
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