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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