On Wed, Oct 9, 2013 at 9:46 AM, Bob Mottram <[email protected]> wrote:

> On 2013-10-09 14:48, Matt Mahoney wrote:
>
>> https://docs.google.com/**drawings/d/1ZaTlA92vUwCzKFXh_**
>> wOnFAVrGLGgzUyDj3wNfUS-PWI<https://docs.google.com/drawings/d/1ZaTlA92vUwCzKFXh_wOnFAVrGLGgzUyDj3wNfUS-PWI>
>>
>
> I think Ai is "unsolved" because it's badly framed.  So a lot of it seems
> oriented around mid 20th century behaviorism or rational utility maximising
> agents.  Those things may be interesting, but they're off-base if you want
> to produce something similar to human intelligence.
>
> From a mid 20th century perspective much of human behavior seems baffling
> and hopelessly irrational.  To produce a human-like cognitive system I
> think it needs to include more social and narrative elements, such as the
> maintenance of a social graph (Dunbar, etc) and a language system capable
> of supporting internal dialogues and imaginative narrative reconstructions
> - what I call "circumstance based reasoning".  Instead of trying to
> maximize utility probably what people are mostly doing is trying to
> maximize the consistency or desirability of their autobiographical
> narrative relative to other known historical or fictional accounts, or
> simply to live according to some particular principle or aesthetic (both of
> which also have a historical basis to them).  Outside of being embedded in
> a multi-agent system which has a history it's difficult for that sort of
> cognitive system to appear.


These things you mention look a lot like human attempts to maximize utility
modeled in terms of the things you mentioned.  A difference of modelling
particulars does not yield something much different than seeking to
maximize utility.  Except the model or map gets mixed up with reality too
easily.  But mostly we, like most physical systems, seek the path of least
resistance to something that has the most draw/gravity/attraction at the
moment.

- samantha



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