Hi Linas
My first time entering the room and curious to see how this works.
Replace “if” with “when”


On Sat, Jul 18, 2020 at 6:54 PM Linas Vepstas <[email protected]>
wrote:

> Well yes. What's truly remarkable is how frequently that lesson has to be
> re-learned.  There are vast swaths of the AI industry that still have not
> learned it, and are deluding themselves into thinking that they've made
> bold progress, when they've gotten nowhere at all, and seem blithely
> unaware that they are repeating the same mistake... again.
>
> I refer, of course, to the deep-learning true-believers. They have made
> the fundamental mistake of thinking that their various network designs
> provide an adequate representation of reality.  How little do they seem to
> realize that all that code, running hand-tuned on some GPU is just, and I
> quote Sutton, here: "leveraged human understanding of the special
> structure of chess". Except, cross out "chess" and replace with
> "dimensional reduction" or "weight vector" or whatever buzzword-bingo is
> popular in the deep-learning field these days.
>
> I'm back again to insisting that "patterns matter". If you can't spot the
> pattern, you've not accomplished anything. Neural nets can't spot patterns.
> They're certainly interesting for various reasons, but, as an AGI
> technology, they are every bit a dead-end as the hand-crafted English
> link-grammar dictionary.
>
> This is one reason I'm sort of plinking away, working on unfashionable
> things. I'm thinking simply that they are more generic. and more powerful.
> But perhaps the problem is recursive: perhaps I'm just "leveraging my
> human understanding of the special structure of patterns", and will hit a
> wall someday.  For now, it seems that my wall is more distant.  If only I
> could convince others ...
>
> --linas
>
>
> On Sat, Jul 18, 2020 at 5:14 PM Paul McQuesten <[email protected]>
> wrote:
>
>> Linas,
>>
>> I think this reinforces your view of learning from data, instead of
>> adding more human-curated rules:
>> http://incompleteideas.net/IncIdeas/BitterLesson.html
>>
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>> .
>
>
>>
>
> --
> Verbogeny is one of the pleasurettes of a creatific thinkerizer.
>         --Peter da Silva
>
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