[FRIAM] genai and critical thinking
steve smith
sasmyth at swcp.com
Tue Feb 11 11:13:48 EST 2025
On 2/11/25 7:43 AM, glen wrote:
> The Impact of Generative AI on Critical Thinking: Self-Reported
> Reductions in Cognitive Effort and Confidence Effects From a Survey of
> Knowledge Workers
> https://www.microsoft.com/en-us/research/uploads/prod/2025/01/lee_2025_ai_critical_thinking_survey.pdf
>
>
> It really doesn't seem that different to me from numerical analysis.
> It shifts the work from doing the computing to declaring what the
> computing should do.
>
Spatial Knowledge:
I guess it's a cheap comparison but I've watched the impact of
handheld mapping and route planning devices (i.e. consumer GPS) and
can't say it has actually significantly harmed/changed spatial
awareness... Map wonks seem to use dynamic GPS-based mapping apps
to enhance their existing experience with paper maps printed years
or even decades ago? Those with little spatial/map
awareness/interest seem to have leaned more heavily on the tech and
possible increased their dependency on the tech without enhancing
their spatial awareness/interest particularly.
I know plenty of people who have *always* wanted/needed to be
topological not geometric... "just tell me how to get there" and
today they turn on "driving directions" with voice and "turn left,
turn right, etc." as they are told and as long as it works are at
least as happy as they used to be when they had a copilot who was
doing the navigation and happier than they were when they had to try
to read the instructions scribbled on their napkin as they drove,
trying to ignore the scribbled (and rarely-to-scale-map-diagram
drawn ideosynchratically by someone who *already* knows how to get
there? ).
If used with a little thought, both modes are enhanced (IMO) by the
digital/automated support tools. Although very few automobiles
have any paper maps in their glove boxes today... so in that sense,
something was harmed/lost?
Pre-Digital Information Retrieval:
As we know from my incessant anecdote about "keeping company" with
LLMs (primarily GPT), I find the conversational mode of "search"
very compelling. But I already reformulated my "search" as an
anticipatory exercise... first with dictionaries and encyclopedias
and libraries by, for example, pulling several books from the stacks
at once, ordering them in some mode which helps me work my way
through the *imagined* or *foreshadowed* path I am anticipating when
I pull the books. I usually had a few words queued in my head when
I first opened a dictionary or encyclopedia which became a
growing/shrinking queue as I addressed each word on the stack/queue
in my head.
Conversational Mode of Information Retrieval/Knowledge Development:
I don't know if I'm half as capable as Glen in developing a good
"strawman argument" but I do find that the conversational mode of
constructing my pursuit of information/knowledge/wisdom leads me
toward something like that... deliberately asking GPT questions
which are either minimal in my assumptions or acutely specific about
my implications. What GPT offers which *most*
conversants/correspondents do not is an acutely careful ear to
listen to my explicit assumptions and an ?unbiased? ability to take
those assumptions and my questions and convolve them with their
*very elaborate* knowledge base (training) and give me what are very
convincing answers. The challenge then becomes recognizing
confirmation bias. It *is* rather easy to ask a question in a way
which telegraphs to the over-eager LLM to give me answers which are
tailored to satisfy the sentiment implied in my question(s).
Like all new tools, I do think we are in a phase of accommodation and
adoption, like the early days of TV when all performers and producers
could generate for some time was Radio Programs with moving images. Or
Cinema as recorded Theater. Or Hypermedia as magazines and newspapers
with hyperlinks (and <blink> tags?).
I have used GPT very sparingly in "voice-conversational" mode and have
been fairly impressed with how well it works. It is patently not the
same as chatting with a friend or colleague, nor is it like using voice
I/O for the written/typed mode. As those of you who know me in-person,
my "conversational affect" in person is somewhat different than my
affect here (for better and worse).
The Internet made me a *more capable* but absolutely less-frequent user
of paper libraries. Mobile devices with mapping/GPS has made me a
*more capable" spatial awareness thinker/navigator/map-reader but
actually open many fewer paper maps. In "idiom-conflation", I even find
myself occasionally wanting to pinch-zoom a map or look for the little
blue dot to find my "current" location. Or wish paper journalism had
hyperlinks in them to make it easy for me to tangent to the
implications-of or supporting-info for a given line of discussion.
mumble,
- Steve
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