Just for any old cf:
https://analyticsindiamag.com/open-ai-gpt-3-code-generator-app-building/

Someone mentioned in a recent thread, here, the Chinese Room thought 
experiment, to which my reaction is always "Bah! That's nothing but a loaded 
question" ... like "have you stopped beating your child?" But the truth is, my 
answer to the Chinese Room is that it *is* intelligent. GPT-3 is nothing but 
the Chinese Room. Similarly, all we are is deep memory machines trained up on 
huge datasets. At some point, I've made the argument that the demonstration of 
*understanding* can't be made through language. As fond as I am of repeating 
back someone's expression in one's own words to demonstrate you grokked their 
point, *ultimately* the only demonstration of understanding that I really 
accept is in the *doing* or the *making* of stuff.

Now, there's some prestidigitation behind debuild.co. But at first blush, here 
is a machine that *understands* the website specification well enough to 
actually code the website. The AI skeptics will move the goalposts, of course, 
as they always do. E.g. they can say that programming a website to meet specs 
isn't a big deal, we've had declarative and domain-specific languages for 
awhile. And web pages and programming languages are all purely linguistic 
anyway. But it's a short trip from here to, say, a CNC machine, a 3D printer, a 
script for a light show, or even algorithmic composition of music.

I'm reminded of people who are expert at some task, like playing baseball or 
whatever, but when asked *how* they do what they do, they're at a loss ... 
tacit but no reflective understanding ... like a cat not really recognizing 
itself in a mirror, where dolphins do.

What's actually missing in the machines we berate as being mindless algorithms 
is not general intelligence or universal computation. It's general-purpose 
sensorimotor sytems ... universal manipulation ... hands with thumbs, tightly 
coupled feedback loops like our sense of touch, excruciatingly sensitive data 
fusion organelles like olfactory bulbs, etc. I think I can argue that's what 
gives us "understanding" ... not whatever internal computation we're capable of.


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