[ExI] Bender's Octopus (re: LLMs like ChatGPT)
Ben Zaiboc
ben at zaiboc.net
Sat Mar 25 08:39:52 UTC 2023
Reading these conversations over the last few days, it has struck me
that some people keep referring to 'real' things, usually using the word
'referents' (e.g. an apple), as though our brains had direct access to
them and could somehow just know what they are.
But we don't.
Think about it, what is "An Apple"?
It's a term that we associate with a large set of sensory and memory
data, including language data, but mostly things like visual, textural,
taste, smell, emotional, etc., data stored as memories.
Seeing as we all have different memories associated with the label "An
Apple" (because some of us were sick the first time we ate one, some of
us are allergic to something in apples, some of us have a greater
impression of sweetness, or sourness, when we eat one, some of us once
discovered a maggot in one, some people have only ever eaten Granny
Smiths, others only Braeburns, or Crab Apples, and so on and so on...),
then 'An Apple' is a different thing to each of us.
There is no spoon! Er, Apple. There is no Apple!
Not as a 'real-world thing'.
"An Apple" is an abstract concept that, despite the individual
differences, most of us can agree on, because there are a lot of common
features for each of us, such as general shape, some common colours, a
set of smells and tastes, how we can use them, where we get them from,
and so on.. The concept is represented internally, and communicated
externally (to other people) by a linguistic label, that refers, for
each of us, to this large bunch of data extracted from our senses and
memories: "Una Manzana".
It's all 'nothing but' Data. Yet we all think that we 'understand' what
an Apple is. Based purely on this data in our brains (because we have
access to nothing else).
So this idea of a label having 'a referent' seems false to me. Labels
(data in our heads) refer to a big set of data (in our heads). Where the
data comes from is secondary, diverse, and quite distant, when you trace
the neural pathways back to a large and disparate set of incoming
sensory signals, scattered over space and time. The meaning is created
in our minds, not resident in a single object in the outside world.
This is my understanding of things, anyway.
Ben
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