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Re: Causality vs. Entailment



Tim Gwinn wrote: I view causality as the means by which entailments occur in the external world.
 
I would agree with that, but at the same time, it will always be the case that there are far more entailments than what are being illustrated causally. One of the purposes of conducting behavioral experiments, for example, is to try and trigger causal "episodes" so that we can try to get a glimpse into the entailment relations which  make such episodes happen (to "cause" the episodes).
 
Tim G. wrote: And that if there are perceived to exist entailments which exceed a particular representation of causality, then it is the representation(s) of causality which need to be expanded/revised so that such entailments can be accounted for in causal terms.
 
So this seems not quite accurate. Our models are built with inferential entailments which are intended to mirror the causal entailments of the real system we are modeling. In other words, the behaviors we observe are "causality" but the entailment relations created by the organization are what drive causality.
 
I think part of the confusion may have to do with the different uses of the word "cause". Aristotelian analysis is based on the four categories of "causation" which can actually be viewed as entailment, rather than "causality". Inferential entailment is the entailment which drives the inferences we can make in a modeling situation and causal entailment is the entailment which drives causality.
 
So, to reword (my additions in brackets) your assessment of Aristotelian analysis:
Tim wrote: So, for example, Aristotelian [analysis of] causa[tion] offers temporal simultaneity of causal [entailment] factors unlike a linear, chain-like, view of [the sources and flow of] causality, and Aristotelian [analysis] offers [explanations for] causal potential in the category of final cause [/causation].
 
I would equate entailment in a system with what you called "causal potential".
 
Tim wrote: But the Aristotelian picture falls short in other ways, and so seems to me to lead to the opportunity to create yet more comprehensive formalisms of causality.
 
I agree. I think my father would also. In fact, I believe his work is an attempt, on multiple fronts, to begin doing exactly that; with one little change to your wording... On page 10 of Life, Itself:
 
Robert Rosen wrote: "There is, as yet, no comprehensive investigation of the ideas I have sketched in the course of the discussion above; they are too new. But it seems that such ideas, or ideas like them, are necessary in many ways. I would in particular draw attention to the way such ideas ultimately rest on entailment alone, on systems of entailment in the material world (causal entailment) and in the world of formalisms or mathematics (inferential entailment), and on comparisons or congruences between such entailment systems. I have come to believe that the concept of entailment provides a reliable anchorage for the scientific enterprise itself, and I accordingly recommend it to your attention."
 
Judith
 
 

----- Original Message -----
From: Tim Gwinn
To: ***
Sent: Monday, February 14, 2005 9:01 AM
Subject: Re: [ROSEN] Causality vs. Entailment

 
 
 
 
Regards,
Tim
 
-----Original Message-----
From: ROSEN Forum [mailto:***On Behalf Of Judith Rosen
Sent: Saturday, February 12, 2005 5:27 PM
To: ***
Subject: Re: Causality vs. Entailment

Ayten's notion of entailment is accurate in depicting entailment as sort of a form of "causal potential" although there is more here than this. All causality is just a tiny fraction of the total potential entailed by systems and their interactions. Entailment is also independent of time or directionality, in that separate things (parts, components, stages, interactivity, etc) can both entail/be-entailed-by one another in totality, but not necessarily directly or specifically (like the chicken and the egg). Causality is dependent on time flow, among other things, where entailment is not.
 
Entailment describes relations, including potential, in totality. Causality describes what happens. In this way, causality can be seen as a subset of the total entailment potential of systems and can be used to try to learn about the entailment relations within system organizations. It is entailment that Robert Rosen was most seeking to understand because it would include causality (and inference, as well-- which describes the version of entailment expressed in modeling/simulations) within it. Entailment is the more comprehensive category.
It's sort of like a situation where your pet dog reacts to some new stimulus in ways you've never seen it behave before. Extreme heat, extreme cold, earthquake, weather, whatever...  The entailment was always present, but this is the first causal example.
 
There have been cases of organisms that were thought to be fully understood, only to have it suddenly become manifest that what we've seen is only a very long larval stage and the organism undergoes a sudden metamorphosis to reach some new stage (which we presume is the adult). The Axolotl, of Mexico, was one such organism. It developed the capability of breeding while still in its larval stage, a fairly well-known phenomenon (neotony). In this case, the lakes where this salamander species lived was at very high altitude. When taken to lower altitudes, the axolotls began to metamorphose into a fairly ordinary salamander species.
 
My father was fascinated by the axolotl because he said it had far more biological capability in its larval stage, which it lost when it metamorphosed. For example, in the larval stage it can breathe air or use its gills in an aquatic environment. It can completely regenerate an entire limb if cut off. In its natural environment, the axolotl never actually fulfills its entailed metamorphosis from larval stage to adult stage, living its entire life in the larval stage. Thus, entailment and causality diverge in the same species.
 
My father actually wrote a fictional short story based on this phenomenon, entitled "What Really Happened To Jeff" or something like that, where the main character is a college student whose roommate was experimenting on axolotls and developed a theory that our current human form may just be a case of arrested development in the larval stage. He figured out how to trigger it and disappeared without a trace with no clues as to what could have happened to him (except for the dessicated sea squirt found lying on the floor of the lab...).
 
Entailment is what is responsible for side effects; the so called "hidden variables" or unknown relations within a system being studied.
 
Judith