>
>  Neither Ben nor anyone else in AGI is directly addressing the problem of
> a take-off system – or indeed has a clue – wh. is why you can immediately
> write off Opencog and other such efforts. They have absolutely nothing to
> do with AGI/ take-off – wh. is also why Ben et al have always resisted any
> form of test – they always have and always will fail any test of
> take-off/generality.  (It’s not just me BTW – many have remarked that Ben
> et al’s “magic sauce” is not there – not even the idea of one)
>
>

The idea that a "magic sauce" is needed for AGI is a mystical delusion,
redolent of vitalism in biology...

The statement that I resist any form of test is a bald-faced lie.   I don't
think that testing a completed human-level AGI is a particularly hard
problem, and I think it's a useful thing to do. The Turing Test is an OK
one (if it does on for an hour or more), or the test of having a robot pass
the third grade, etc. etc.   I am skeptical of quantitative metrics for
early-stage partial progress toward human-level AGI, because I haven't yet
seen any that aren't either

-- requiring a system already 80% of the way to human-level AGI

-- too easily game-able by narrow-AI systems written especially to pass the
test

...

The magic of general intelligence is simply this: A pattern recognition
system that can recognize patterns in its environment and *itself*,
including patterns regarding which actions tend to achieve which objectives
in which contexts.

The challenge of general intelligence is: Recognizing a sufficient scope of
patterns, within a relevant and broad set of contexts, within the limited
compute resources available....

Meeting this challenge seems, so far as I can tell, to require a fairly
complex and multifaceted software system with interdependent parts; which
makes building AGI a  major engineering and algorithmic challenge.

That's not as romantic as daydreaming about some "magic sauce" that you can
just pour into your robot's head to make its wiring or its software get
smart -- but it's the reality...

-- Ben G



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