Gary R., Ulysses, List:

I find your latest formulations considerably less objectionable than
ascribing genuine intelligence to "AI" systems themselves. They are indeed
diagrammatic tools that augment *human *intelligence, facilitating inquiry
when they are intelligently used *by humans* for that purpose. Since they
at least arguably qualify as quasi-minds, we *might *be able to refer to
them accurately as *quasi*-intelligent; but even if so, I doubt that "AQI"
would ever catch on as a replacement for "AI." :-)

Thanks,

Jon

On Wed, Jul 8, 2026 at 1:26 AM Gary Richmond <[email protected]>
wrote:

> Jon, Ulysses, List,
>
> Jon, I found your mention of the conference presentation on HAI especially
> relevant. It immediately brought to mind Douglas Engelbart's research
> program which he called *intelligence augmentation* (IA) [See his paper
> (1962), "Augmenting Human Intellect: A Conceptual Framework,"
> https://www.dougengelbart.org/content/view/138] Engelbart's central idea,
> as I understand it, is that the really important question is not whether
> machines themselves become intelligent, but how human intelligence may be
> augmented through interaction with computational systems.
>
> In any event, I find myself thinking less about AI considered in isolation
> than about the larger semiotic processes within which both humans and
> machines participate. In other words, the most interesting unit of analysis
> is most definitely *not* the machine itself, but the continuing inquiry
> in which machine-generated signs aid human thinking about important issues,
> perhaps eventually even some of our most criticall, world-unsettling
> 'wicked problems'.
>
> Ulysses' description of LLMs as diagrams also seems quite relevant here. A
> diagram, after all, is not itself an argument or an inquiry (let alone an
> inquirer). Yet diagrams have long played an indispensable role in
> mathematical and scientific discovery because, as Peirce definitively showed,
> especially the 'manipulation' of them permit relations to become visible
> that might otherwise remain unnoticed. If AI systems are understood
> somewhat analogously, then perhaps their significance lies *not* in their
> possessing intelligence than in augmenting the semeiotic processes through
> which inquiry develops.
>
> I wonder whether Engelbart's idea of IA points towards a formulation which
> might reconcile our differing emphases. The machine need not be regarded
> as an autonomous intelligent agent, nor merely as a passive artifact.
> Rather, its significance may lie in the way that it can augment the
> continuing semiosis through which communities of inquiry generate fruitful
> concepts, programs, discoveries, etc.
>
> Best,
>
> Gary R
>
> On Tue, Jul 7, 2026 at 11:48 PM Ulysses <[email protected]> wrote:
>
>> I am at least commenting on the semiotic and categorical capabilities of
>> the AI model itself in order to understand what it is capable of
>> contributing to broader inquiry and what human users need to bring to the
>> AI model if they are to use them for inquiry.
>>
>> My position is large language models are, from a semiotic perspective, a
>> diagram. Which is to say, potentially very useful for inquiry but not an
>> artificial “mind” capable of symbolic thought, which is necessary, in my
>> view, for intelligence.
>>
>> The thing I might disagree with Jon on is I am probably more likely to
>> consider the training process itself as quasi intelligent, albeit with a
>> lot of caveats.
>>
>> On Tue, 7 Jul 2026 at 11:27 pm, Jon Alan Schmidt <[email protected]>
>> wrote:
>>
>>> Gary R., List:
>>>
>>> As you know, I understand Peirce's late topical conception of continuity
>>> to be top-down, not bottom-up; the whole is ontologically primordial, not
>>> an assemblage of discrete parts. From that standpoint, the notion of 
>>> *locating
>>> *the continuity of semiosis does not really make sense--the *entire
>>> universe* is a vast semiosic continuum from which individual signs,
>>> individual sign-users, and larger inquiries can be prescinded as artifacts
>>> of analysis. This obviously does not entail that the entire universe is
>>> properly characterized as *intelligent*; on the contrary, it still
>>> encompasses discrete things and their brute dyadic reactions, including the
>>> sequential operations within a digital computer, as *degenerate *outcomes
>>> of continuous and triadic semiosis.
>>>
>>> When most people refer to "artificial intelligence," it seems to me that
>>> they are ascribing intelligence to an individual artificial system--exactly
>>> what I find problematic--not the larger inquiry that results when humans 
>>> *use
>>> *it for that purpose. In fact, one of the most interesting
>>> presentations at a conference that I attended last month advocated greater
>>> attention to human interaction with "AI" systems, which effectively turns
>>> them into "HAI" systems. Research suggests that improvements in that
>>> interface might make a bigger positive difference going forward than
>>> further advancing the capabilities of the technology itself.
>>>
>>> Regards,
>>>
>>> Jon Alan Schmidt - Olathe, Kansas, USA
>>> Structural Engineer, Synechist Philosopher, Lutheran Christian
>>> www.LinkedIn.com/in/JonAlanSchmidt / twitter.com/JonAlanSchmidt
>>>
>>> On Tue, Jul 7, 2026 at 3:11 PM Gary Richmond <[email protected]>
>>> wrote:
>>>
>>>> Jon,  List,
>>>>
>>>> I wonder if it is possible that we are now considering somewhat
>>>> different questions. It seems to me that you are commenting more on *the
>>>> semiotic character of the AI system* itself, while I increasingly find
>>>> myself reflecting on *the semeiotic character of the larger inquiry *in
>>>> which AI seems to me to be capable of participating. Your sticking
>>>> point as I see it seems to be that the internal operations of present AI
>>>> systems consist entirely of dyadic reactions and, therefore, cannot
>>>> participate in the continuous triadic semiosis that Peirce identifies with
>>>> intelligence.
>>>>
>>>> Say, for the sake of argument, that everything you say about the
>>>> machine's internal operations is correct, still does it necessarily follow
>>>> that the larger inquiry within which those operations become signs for
>>>> further interpretation cannot, then, exhibit genuine semiosis?
>>>>
>>>> So, I'm beginning to think that our principal disagreement has less to
>>>> do with AI, but increasingly seems concerned with *where one ought to
>>>> locate the continuity of semiosis itself*. Is it primarily within the
>>>> individual sign-user, or may that continuity also characterize the larger
>>>> inquiry through which interpretants are generated, criticized, corrected,
>>>> etc.? If the latter, then intelligence may be seen in the living semiosis
>>>> through which inquiry continually develops.
>>>>
>>>> Best,
>>>>
>>>> Gary R.
>>>>
>>>
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