Ben Goertzel wrote:



Well, having an intuitive understanding of human language will be useful for an AGI even if its architecture is profoundly nonhumanlike. And, human language is intended to be interpreted based on social, spatiotemporal experience. So the easiest way to make an AGI grok human language is very likely to give it an embodiment in a world somewhat like the one in which we live. This does not imply the AGI must think in a thoroughly humanlike manner.

-- Ben G


Call me old-fashioned, but I believe "..an intuitive understanding of human language..." can be acquired entirely through description. Why can't human language be "...intended to be interpreted based on..." *description of* social, spatiotemporal experience? Of course it's not the "same thing." But is that a distinction that makes a significant difference? IMHO, the answer is: not if all you really need is an AGI with *human compatibility*. I submit we can build a highly-functional, human-compatible, AGI without requiring that it directly experience human space and time. A description should suffice.

You've written books. In those books, I assume you described all manner and sorts of things. In order for people to learn from your books, are you really suggesting that they have to directly experience everything described therein? If so, why not skip the book-writing drudgery and lead learn-by-doing seminars? You'd make more money and think of the frequent flier miles you'd rack up! :-)

I'm not saying that learning human language by direct experience couldn't be beneficial. Nor am I arguing that it is not important for an AGI to be able to communicate effectively with humans. Understanding human language is probably the "gold standard" for this behavior and it certainly will be more important for some applications (e.g., humanoid robots) than for others (e.g., data-mining or security AGIs). My issue is with how Turing sent everyone out on this wild goose chase fifty-some years ago and many AI/AGI researchers are still "out there" looking for Turing's if-a-human-cannot-tell-it's-not-human goose. I just don't think "Turing-indistinguishably" is necessary. We should be concentrating on building artificial general intelligence (AGI) that is human-compatible, not artificial general human intelligence (AGHI). I submit if we build the human-compatible AGI first, it will help us achieve AGHI in much less time and at much lower cost -- if that's what human society decides it wants.

Research AGHI? Maybe, but low priority. Research and implement human-compatible AGI? You betcha. And, toward that latter task, I'll put my money on the learn-by-description approach until direct experience shows me otherwise! :-) <- That was (an attempt at) a JOKE.

Brad


    Grounding is a potential problem IFF your AGI is, actually, an AGHI,
    where the H stands for Human.  There's nothing wrong with borrowing
    the good features of human intelligence, but an uncritical aping of
    all aspects of human intelligence just because we think highly of
    ourselves is doomed.  At least I hope it is. Frankly, the
    possibility of an AGHI scares the crap out of me.  Personally, I'm
    in this to build and AGI that is about as far from a human copy
    (with or without improvements) as possible.  Better, faster, less
    prone to breakdown.  And, eventually, a whole lot smarter.

    We don't need no stinkin' grounding.

    Cheers,

    Brad



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--
Ben Goertzel, PhD
CEO, Novamente LLC and Biomind LLC
Director of Research, SIAI
[EMAIL PROTECTED] <mailto:[EMAIL PROTECTED]>

"Nothing will ever be attempted if all possible objections must be first overcome " - Dr Samuel Johnson


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