Lee -
This is a very pure example of the semantic drift that drives me crazy, in that "the lab bench meaning" was the *first* meaning: the word DID NOT EXIST before it was coined (in its adjectival form, in German, by composing badly-understood-by-its-coiner morphemes from Greek, by the physicist Clausius) in 1865. Tait (an early knot theorist and somewhat of a religious nut, as well as a thermodynamic theorist) brought it into English three years later, but changed its sign (more or less). By 1875 Maxwell had changed it back to what it now is. During this period of time the concept expressed by "entropy" became clearer, as did the whole field of thermodynamics, and eventually a good mathematical formalism for it developed--"good" in the sense that it "made sense" of results from "the lab bench" by reducing downwards (if I have your phrase right? I dunno, maybe upwards, or both ways?) so as to (1) define "entropy" of a macroscopic system in terms of the statistical behavior of the ensemble of microscopic entities participating in that system, and (2) facilitate calculations (some exact, some asymptotic) of the "entropy" (and similar thermodynamic quantities) which (3) often agreed with "lab bench" observations.
I think that "semantic drift" of this type is a natural consequence of the system in which it exists. While I'm often confounded by others' appropriation of highly technical terms, I also find it a necessary part of the larger experience of conceptual trickle down, if you will. I find, for example, that the typical vernacular use of the term "entropy" is good enough for who it's for. The generic idea that order decreases and chaos increases somewhat spontaneously is a pretty good understanding of the phenomena by laymen and when applied to the world around us (rust, rot, dissolution, etc) captures the essence pretty well.
When Shannon came along to study signals and noise in communication channels, he had the insight to see that *the same mathematical formalism* could be applied. He did *not* have the insight (or dumb luck) of Clausius, so he overloaded the already-existing Common English word "information" with a new, technical, mathematical meaning.
I can't help but imagine that he thought he was digging below the already built edifice and installing a sub-foundation which would ultimately actually support the existing use of the term (information)? Do others think otherwise? That his appropriation of the term "information" was whimsical or without specific motivation?
*That* rather quickly allowed visionaries, hucksters, and cocktail partiers to talk about "information theory" without understanding much or any of its technicalities.
But "visionaries, hucksters, cocktail partiers and FRIAMites) will always attempt to talk about "xxxxx" without understanding many if any of "xxxxx"s technicalities... isn't that the nature of the beast (or the venue?). Perhaps this is what has driven some from our ranks (or at least to poise their fingers over the <delete> button on their mailer at the first sign of masturbatory charlatanism)?
It also (I suspect; but here I am arguing ahead of what data I happen to have around, so this may merely be my default Enraged Bloviator talking) encouraged the same gangs of semantic vandals to appropriate the word "entropy" to their various malign uses.
Very nice allusion... I can see the hordes sweeping down from the steppes with a gleam in their eye as they spy such sparkling words amongst the "civilized folk".
(For what it's worth, the OED doesn't have citations of non-specialist uses of thermodynamic "entropy" until the mid 1930s--by Freud [as translated by a pair of Stracheys, not by Jones] and a Christian apologist; non-specialist uses of information-theoretic "entropy" appear to hold off until the mid 1960s.) So, to whatever extent the vernacular ("cocktail party") meaning(s) of entropy has or have a common core with the technical ("lab bench") meaning(s), it is because that core REMAINS FROM THE TECHNICAL MEANING after the semantic shift, and not because (as I *think* you mean to imply in your sentence containing the word "positivist") there is some ("common core") concept which BOTH the technical AND the vernacular meanings are INDEPENDENT ATTEMPTS to "reliably measure".
This is a very (nicely) tightly packed paragraph representing no small amount of research that I can't hope to reproduce easily. Are you saying what I said further up, that the vernacular meaning in fact represents a low-fidelity version of the technical meaning? This suggests more of a semantic defocus or pull-back than shift/drift, no?

In response to the last sentence, my experience with a wide range of vernacular users of the term (and they are legion) is that the original technical meaning had enough utility in it's "high order bits" to be recognized and maintained in the face of appropriation by said semantic vandals. They appropriated it *because* they appreciated it's most obvious qualities, even if it's many subtle details were lost on them?
If "we have a responsibility to try to find" anything, I think it is to try to find *why* some people insist on (1) glomming onto bits of jargon with very well-defined in-domain meanings,
If you are speaking of the cocktail party appropriators, it seems that it is surely (no data beyond personal experience as one and among them) a combination of an eager attempt to understand something beyond one's ken, to share that with others out of fascination and perhaps no small amount of ego-stroking.

If you are speaking of why Claude Shannon would choose to use either "information" or "entropy", I suppose the answer is probably more specific and more interesting... I suspect there are yet more hints in the literature. I *do* think that both are in fact apt usage... perhaps only because I am very familiar with both uses of the term "entropy" myself and find comforting that Shannon and others put so much effort into building a sub-foundation (as I apprehend the relation between "information" and "information") for a term that was previously widely used but not very well underpinned?

There is also a phenomena of "trying something on for size" in both uses. If one "acts as if" a certain reserved term from someone else's lexicon is appropriate in a certain context, using it over and over again may actually lead one to recognize how it actually fits, or perhaps wear off some of it's inconvenient edges until it does fit. This *does* seem (on the face of it) like a very irresponsible and lazy way to go about such business, but it does seem to fit what I think you are describing?
(2) ignoring much or all of those meanings while re-applying the jargon (often without ANY definition to speak of) in a new domain,
In my work related to scientific collaboration, I did find it surprising how often specialists in one field would adopt a specialty term from another without seemingly to either A) learn it's technical meaning and remain true to it or B) provide a good solid modifier (e.g. (information) entropy ) and distinguishing definitions. I want to generously agree with Nick's intuition that this is part of the mechanism where Science hoists itself around with the petards of metaphor. I also liked the colorful use of the image of the genies from one bottle of science escaping to infect(?) another, though I couldn't find the source of Nick's attribution to Kuhn?
while (3) refusing to let go of some (or all) of the Impressive Consequences derived in the original domain by derivations
hmm... I certainly see this in the projection of a term or idea from a technical domain to the domains usually bandied about on FRIAM or other type of cocktail party. The entire movement (mostly in the 80's?) known collectively as "new age" (rhymes with "sewage") seemed particularly guilty (defined entirely by?) of this, invoking ideas such as the Laser and Spectral this-n-that and Resonance and Dissonance and Interference Patterns without more than a tiny bit of understanding of the original meanings of the terms/concepts.

In the cross-fertilization between stovepiped scientific domains (bottles containing many genies), I don't know that this is as big of a problem, but perhaps it is... the sub-brand of sloppy-science known commonly as "wishful thinking"?
that (4) depend on the jettisoned definitions (and the rest of the technical apparatus of the original domain).
Yes, to dismantle a complex concept and fetishize some of it's flashier components. The contemporary SteamPunk fashion movement seems like a fair example of this in pop culture. Merely gluing a gear onto the surface of something does not imbue it with the technological power it is intended to imply.

I suggest that our pop-culture fetishizing of science is something similar to the cargo cults of melanesia. Science, Engineering, Technology has dropped a great many wonders into the common person's lap, requiring virtually no understanding whatsoever of the inner workings (or even broad principles) to take advantage of said wonders and in response we appropriate the trappings and decorate our everyday items with them. In this case, we decorate our everyday language with very specific terms with very specific utility and meaning much in the way we might disassemble a clockwork mechanism and believe that by gluing one or more of it's impressive gears onto the surface of our favorite box or carton that we are now "an inventor"!
Grrrh.
indeed!
===
Nick alluded to there maybe being some utility to this type of appropriation, at least across domains if not from specialized domains to more general ones. I am left to wonder if this isn't an artifact of the *evolutionary* nature of ideas. To invoke a genetic analogy... it is perhaps more efficient in the scheme of things for a phenotype (scientific discipline?) to appropriate memes (terms, concepts) from other genotypes (the scientific literature of another domain) and then (ab)use them (let semantic drift explore the adjacent likely space of their meaning) until they fit (well enough) to have significant utility. I firmly believe that this is what happened with nonlinear/complexity science over the past 30 years or so... it brought disparate scientific disciplines together based on potentially universally useful memes (mathematical and algorithmic concepts, etc.).

Fortunately, *real scientists* (tm) were involved and in many cases applied great rigor to what we have been complaining about above... to the casual reader, for example, of SFI white papers, it could be easy to assume otherwise, but the point of technical papers is NOT to read them casually, or at least NOT to jump to any significant conclusions upon a casual reading.

mumble,
 - Steve
- Steve

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