Showing posts with label causation. Show all posts
Showing posts with label causation. Show all posts

Saturday, February 15, 2014

Free Will - Sam Harris vs. Dan Dennett

Back in 2012, Sam Harris published a monograph on free will, a complete rejection of the notion of free will based on out-dated research that has been broadly misinterpreted. Free Will was popular among those who associate notions of free will with religious doctrine, but many other people - including some leading neuroscientists - reject the absolutist position Harris presents.

Here is a brief synopsis of the book from its Amazon page:
A BELIEF IN FREE WILL touches nearly everything that human beings value. It is difficult to think about law, politics, religion, public policy, intimate relationships, morality—as well as feelings of remorse or personal achievement—without first imagining that every person is the true source of his or her thoughts and actions. And yet the facts tell us that free will is an illusion.

In this enlightening book, Sam Harris argues that this truth about the human mind does not undermine morality or diminish the importance of social and political freedom, but it can and should change the way we think about some of the most important questions in life.
Among those who reject this position is Michael Gazziniga, author of Who's in Charge?: Free Will and the Science of the Brain (2011). Here is the synopsis of his book:
The father of cognitive neuroscience and author of Human offers a provocative argument against the common belief that our lives are wholly determined by physical processes and we are therefore not responsible for our actions.

A powerful orthodoxy in the study of the brain has taken hold in recent years: Since physical laws govern the physical world and our own brains are part of that world, physical laws therefore govern our behavior and even our conscious selves. Free will is meaningless, goes the mantra; we live in a “determined” world. 

Not so, argues the renowned neuroscientist Michael S. Gazzaniga in this thoughtful, provocative book based on his Gifford Lectures——one of the foremost lecture series in the world dealing with religion, science, and philosophy. Who’s in Charge? proposes that the mind, which is somehow generated by the physical processes of the brain, “constrains” the brain just as cars are constrained by the traffic they create. Writing with what Steven Pinker has called “his trademark wit and lack of pretension,” Gazzaniga shows how determinism immeasurably weakens our views of human responsibility; it allows a murderer to argue, in effect, “It wasn’t me who did it——it was my brain.” Gazzaniga convincingly argues that even given the latest insights into the physical mechanisms of the mind, there is an undeniable human reality: We are responsible agents who should be held accountable for our actions, because responsibility is found in how people interact, not in brains.
 
An extraordinary book that ranges across neuroscience, psychology, ethics, and the law with a light touch but profound implications, Who’s in Charge? is a lasting contribution from one of the leading thinkers of our time. 
Two more recent arguments in favor of free will, however limited said free will might be, come from Thomas Metzinger ("The myth of cognitive agency: Subpersonal thinking as a cyclically recurring loss of mental autonomy," 2013; Frontiers in Psychology: Perception Science) and Gregory Bonn ("Re-conceptualizing free will for the 21st century: Acting independently with a limited role for consciousness," 2013; Frontiers in Theoretical and Philosophical Psychology). There was also a recent article at The Emotion Machine blog in support of free will.

Okay, so that is some of the background supporting an idea Harris rejects completely and which philosopher and cognitive scientist Daniel Dennett rejects mostly.

In fact, one of the critics on Harris's books was his fellow atheist (and horseman), Dennett. Here is the beginning of Dennett's LONG reply to Harris's book, followed by the beginning of Harris's reply to Dennett. For the record, I also think Dennett is wrong (again, see the article by Metzinger).

Reflections on FREE WILL

A Review by Daniel C. Dennett


(Photo via Steven Kersting)

Sam Harris’s Free Will (2012) is a remarkable little book, engagingly written and jargon-free, appealing to reason, not authority, and written with passion and moral seriousness. This is not an ivory tower technical inquiry; it is in effect a political tract, designed to persuade us all to abandon what he considers to be a morally pernicious idea: the idea of free will. If you are one of the many who have been brainwashed into believing that you have—or rather, are—an (immortal, immaterial) soul who makes all your decisions independently of the causes impinging on your material body and especially your brain, then this is the book for you. Or, if you have dismissed dualism but think that what you are is a conscious (but material) ego, a witness that inhabits a nook in your brain and chooses, independently of external causation, all your voluntary acts, again, this book is for you. It is a fine “antidote,” as Paul Bloom says, to this incoherent and socially malignant illusion. The incoherence of the illusion has been demonstrated time and again in rather technical work by philosophers (in spite of still finding supporters in the profession), but Harris does a fine job of making this apparently unpalatable fact accessible to lay people. Its malignance is due to its fostering the idea of Absolute Responsibility, with its attendant implications of what we might call Guilt-in-the-eyes-of-God for the unfortunate sinners amongst us and, for the fortunate, the arrogant and self-deluded idea of Ultimate Authorship of the good we do. We take too much blame, and too much credit, Harris argues. We, and the rest of the world, would be a lot better off if we took ourselves—our selves—less seriously. We don’t have the kind of free will that would ground such Absolute Responsibility for either the harm or the good we cause in our lives.

All this is laudable and right, and vividly presented, and Harris does a particularly good job getting readers to introspect on their own decision-making and notice that it just does not conform to the fantasies of this all too traditional understanding of how we think and act. But some of us have long recognized these points and gone on to adopt more reasonable, more empirically sound, models of decision and thought, and we think we can articulate and defend a more sophisticated model of free will that is not only consistent with neuroscience and introspection but also grounds a (modified, toned-down, non-Absolute) variety of responsibility that justifies both praise and blame, reward and punishment. We don’t think this variety of free will is an illusion at all, but rather a robust feature of our psychology and a reliable part of the foundations of morality, law and society. Harris, we think, is throwing out the baby with the bathwater.

He is not alone among scientists in coming to the conclusion that the ancient idea of free will is not just confused but also a major obstacle to social reform. His brief essay is, however, the most sustained attempt to develop this theme, which can also be found in remarks and essays by such heavyweight scientists as the neuroscientists Wolf Singer and Chris Frith, the psychologists Steven Pinker and Paul Bloom, the physicists Stephen Hawking and Albert Einstein, and the evolutionary biologists Jerry Coyne and (when he’s not thinking carefully) Richard Dawkins.

The book is, thus, valuable as a compact and compelling expression of an opinion widely shared by eminent scientists these days. It is also valuable, as I will show, as a veritable museum of mistakes, none of them new and all of them seductive—alluring enough to lull the critical faculties of this host of brilliant thinkers who do not make a profession of thinking about free will. And, to be sure, these mistakes have also been made, sometimes for centuries, by philosophers themselves. But I think we have made some progress in philosophy of late, and Harris and others need to do their homework if they want to engage with the best thought on the topic.

I am not being disingenuous when I say this museum of mistakes is valuable; I am grateful to Harris for saying, so boldly and clearly, what less outgoing scientists are thinking but keeping to themselves. I have always suspected that many who hold this hard determinist view are making these mistakes, but we mustn’t put words in people’s mouths, and now Harris has done us a great service by articulating the points explicitly, and the chorus of approval he has received from scientists goes a long way to confirming that they have been making these mistakes all along. Wolfgang Pauli’s famous dismissal of another physicist’s work as “not even wrong” reminds us of the value of crystallizing an ambient cloud of hunches into something that can be shown to be wrong. Correcting widespread misunderstanding is usually the work of many hands, and Harris has made a significant contribution.

The first parting of opinion on free will is between compatibilists and incompatibilists. The latter say (with “common sense” and a tradition going back more than two millennia) that free will is incompatible with determinism, the scientific thesis that there are causes for everything that happens. Incompatibilists hold that unless there are “random swerves”[1] that disrupt the iron chains of physical causation, none of our decisions or choices can be truly free. Being caused means not being free—what could be more obvious? The compatibilists deny this; they have argued, for centuries if not millennia, that once you understand what free will really is (and must be, to sustain our sense of moral responsibility), you will see that free will can live comfortably with determinism—if determinism is what science eventually settles on.

Incompatibilists thus tend to pin their hopes on indeterminism, and hence were much cheered by the emergence of quantum indeterminism in 20th century physics. Perhaps the brain can avail itself of undetermined quantum swerves at the sub-atomic level, and thus escape the shackles of physical law! Or perhaps there is some other way our choices could be truly undetermined. Some have gone so far as to posit an otherwise unknown (and almost entirely unanalyzable) phenomenon called agent causation, in which free choices are caused somehow by an agent, but not by any event in the agent’s history. One exponent of this position, Roderick Chisholm, candidly acknowledged that on this view every free choice is “a little miracle”—which makes it clear enough why this is a school of thought endorsed primarily by deeply religious philosophers and shunned by almost everyone else. Incompatibilists who think we have free will, and therefore determinism must be false, are known as libertarians (which has nothing to do with the political view of the same name). Incompatibilists who think that all human choices are determined by prior events in their brains (which were themselves no doubt determined by chains of events arising out of the distant past) conclude from this that we can’t have free will, and, hence, are not responsible for our actions.

This concern for varieties of indeterminism is misplaced, argue the compatibilists: free will is a phenomenon that requires neither determinism nor indeterminism; the solution to the problem of free will lies in realizing this, not banking on the quantum physicists to come through with the right physics—or a miracle. Compatibilism may seem incredible on its face, or desperately contrived, some kind of a trick with words, but not to philosophers. Compatibilism is the reigning view among philosophers (just over 59%, according to the 2009 Philpapers survey) with libertarians coming second with 13% and hard determinists only 12%. It is striking, then, that all the scientists just cited have landed on the position rejected by almost nine out of ten philosophers, but not so surprising when one considers that these scientists hardly ever consider the compatibilist view or the reasons in its favor.

Harris has considered compatibilism, at least cursorily, and his opinion of it is breathtakingly dismissive: After acknowledging that it is the prevailing view among philosophers (including his friend Daniel Dennett), he asserts that “More than in any other area of academic philosophy, the result resembles theology.” This is a low blow, and worse follows: “From both a moral and a scientific perspective, this seems deliberately obtuse.” (18) I would hope that Harris would pause at this point to wonder—just wonder—whether maybe his philosophical colleagues had seen some points that had somehow escaped him in his canvassing of compatibilism. As I tell my undergraduate students, whenever they encounter in their required reading a claim or argument that seems just plain stupid, they should probably double check to make sure they are not misreading the “preposterous” passage in question. It is possible that they have uncovered a howling error that has somehow gone unnoticed by the profession for generations, but not very likely. In this instance, the chances that Harris has underestimated and misinterpreted compatibilism seem particularly good, since the points he defends later in the book agree right down the line with compatibilism; he himself is a compatibilist in everything but name!

Seriously, his main objection to compatibilism, issued several times, is that what compatibilists mean by “free will” is not what everyday folk mean by “free will.” Everyday folk mean something demonstrably preposterous, but Harris sees the effort by compatibilists to make the folks’ hopeless concept of free will presentable as somehow disingenuous, unmotivated spin-doctoring, not the project of sympathetic reconstruction the compatibilists take themselves to be engaged in. So it all comes down to who gets to decide how to use the term “free will.” Harris is a compatibilist about moral responsibility and the importance of the distinction between voluntary and involuntary actions, but he is not a compatibilist about free will since he thinks “free will” has to be given the incoherent sense that emerges from uncritical reflection by everyday folk. He sees quite well that compatibilism is “the only philosophically respectable way to endorse free will” (p. 16) but adds:
However, the ‘free will’ that compatibilists defend is not the free will that most people feel they have. (p. 16)
First of all, he doesn’t know this. This is a guess, and suitably expressed questionnaires might well prove him wrong. That is an empirical question, and a thoughtful pioneering attempt to answer it suggests that Harris’s guess is simply mistaken.[2] The newly emerging field of experimental philosophy (or “X-phi”) has a rather unprepossessing track record to date, but these are early days, and some of the work has yielded interesting results that certainly defy complacent assumptions common among philosophers. The study by Nahmias et al. 2005 found substantial majorities (between 60 and 80%) in agreement with propositions that are compatibilist in outlook, not incompatibilist.

Harris’s claim that the folk are mostly incompatibilists is thus dubious on its face, and even if it is true, maybe all this shows is that most people are suffering from a sort of illusion that could be replaced by wisdom. After all, most people used to believe the sun went around the earth. They were wrong, and it took some heavy lifting to convince them of this. Maybe this factoid is a reflection on how much work science and philosophy still have to do to give everyday laypeople a sound concept of free will. We’ve not yet succeeded in getting them to see the difference between weight and mass, and Einsteinian relativity still eludes most people. When we found out that the sun does not revolve around the earth, we didn’t then insist that there is no such thing as the sun (because what the folk mean by “sun” is “that bright thing that goes around the earth”). Now that we understand what sunsets are, we don’t call them illusions. They are real phenomena that can mislead the naive.

To see the context in which Harris’s criticism plays out, consider a parallel. The folk concept of mind is a shambles, for sure: dualistic, scientifically misinformed and replete with miraculous features—even before we get to ESP and psychokinesis and poltergeists. So when social scientists talk about beliefs or desires and cognitive neuroscientists talk about attention and memory they are deliberately using cleaned-up, demystified substitutes for the folk concepts. Is this theology, is this deliberately obtuse, countenancing the use of concepts with such disreputable ancestors? I think not, but the case can be made (there are mad dog reductionist neuroscientists and philosophers who insist that minds are illusions, pains are illusions, dreams are illusions, ideas are illusions—all there is is just neurons and glia and the like). The same could be said about color, for example. What everyday folk think colors are—if you pushed them beyond their everyday contexts in the paint store and picking out their clothes—is hugely deluded; that doesn’t mean that colors are an illusion. They are real in spite of the fact that, for instance, atoms aren’t colored.
Read more . . . .

And then here is the reply by Harris to Dennett's schooling of him on philosophy and free will (and it really does feel like a "master" painstaking trying to get through to a stubborn "student" who refuses to see beyond his own theory).

The Marionette’s Lament

A Response to Daniel Dennett



(Photo via Max Boschini)

Dear Dan—

I’d like to begin by thanking you for taking the time to review Free Will at such length. Publicly engaging me on this topic is certainly preferable to grumbling in private. Your writing is admirably clear, as always, which worries me in this case, because we appear to disagree about a great many things, including the very nature of our disagreement.

I want to begin by reminding our readers—and myself—that exchanges like this aren’t necessarily pointless. Perhaps you need no encouragement on that front, but I’m afraid I do. In recent years, I have spent so much time debating scientists, philosophers, and other scholars that I’ve begun to doubt whether any smart person retains the ability to change his mind. This is one of the great scandals of intellectual life: The virtues of rational discourse are everywhere espoused, and yet witnessing someone relinquish a cherished opinion in real time is about as common as seeing a supernova explode overhead. The perpetual stalemate one encounters in public debates is annoying because it is so clearly the product of motivated reasoning, self-deception, and other failures of rationality—and yet we’ve grown to expect it on every topic, no matter how intelligent and well-intentioned the participants. I hope you and I don’t give our readers further cause for cynicism on this front.

Unfortunately, your review of my book doesn’t offer many reasons for optimism. It is a strange document—avuncular in places, but more generally sneering. I think it fair to say that one could watch an entire season of Downton Abbey on Ritalin and not detect a finer note of condescension than you manage for twenty pages running.
I am not being disingenuous when I say this museum of mistakes is valuable; I am grateful to Harris for saying, so boldly and clearly, what less outgoing scientists are thinking but keeping to themselves. I have always suspected that many who hold this hard determinist view are making these mistakes, but we mustn’t put words in people’s mouths, and now Harris has done us a great service by articulating the points explicitly, and the chorus of approval he has received from scientists goes a long way to confirming that they have been making these mistakes all along. Wolfgang Pauli’s famous dismissal of another physicist’s work as “not even wrong” reminds us of the value of crystallizing an ambient cloud of hunches into something that can be shown to be wrong. Correcting widespread misunderstanding is usually the work of many hands, and Harris has made a significant contribution.
I hope you will recognize that your beloved Rapoport’s rules have failed you here. If you have decided, according to the rule, to first mention something positive about the target of your criticism, it will not do to say that you admire him for the enormity of his errors and the folly with which he clings to them despite the sterling example you’ve set in your own work. Yes, you may assert, “I am not being disingenuous when I say this museum of mistakes is valuable,” but you are, in truth, being disingenuous. If that isn’t clear, permit me to spell it out just this once: You are asking the word “valuable” to pass as a token of praise, however faint. But according to you, my book is “valuable” for reasons that I should find embarrassing. If I valued it as you do, I should rue the day I wrote it (as you would, had you brought such “value” into the world). And it would be disingenuous of me not to notice how your prickliness and preening appears: You write as one protecting his academic turf. Behind and between almost every word of your essay—like some toxic background radiation—one detects an explosion of professorial vanity.

And yet many readers, along with several of our friends and colleagues, have praised us for airing our differences in so civil a fashion—the implication being that religious demagogues would have declared mutual fatwas and shed each other’s blood. Well, that is a pretty low bar, and I don’t think we should be congratulated for having cleared it. The truth is that you and I could have done a much better job—and produced something well worth reading—had we explored the topic of free will in a proper conversation. Whether we called it a “conversation” or a “debate” would have been immaterial. And, as you know, I urged you to engage me that way on multiple occasions and up to the eleventh hour. But you insisted upon writing your review. Perhaps you thought that I was hoping to spare myself a proper defenestration. Not so. I was hoping to spare our readers a feeling of boredom that surpasseth all understanding.

As I expected, our exchange will now be far less interesting or useful than a conversation/debate would have been. Trading 10,000-word essays is simply not the best way to get to the bottom of things. If I attempt to correct every faulty inference and misrepresentation in your review, the result will be deadly to read. Nor will you be able to correct my missteps, as you could have if we were exchanging 500-word volleys. I could heap misconception upon irrelevancy for pages—as you have done—and there would be no way to stop me. In the end, our readers will be left to reconcile a book-length catalogue of discrepancies.

Let me give you an example, just to illustrate how tedious it is to untie these knots. You quote me as saying:
If determinism is true, the future is set—and this includes all our future states of mind and our subsequent behavior. And to the extent that the law of cause and effect is subject to indeterminism—quantum or otherwise—we can take no credit for what happens. There is no combination of these truths that seems compatible with the popular notion of free will.
You then announce that “the sentence about indeterminism is false”—a point you seek to prove by recourse to an old thought experiment involving a “space pirate” and a machine that amplifies quantum indeterminacy. After which, you lovingly inscribe the following epitaph onto my gravestone:
These are not new ideas. For instance I have defended them explicitly in 1978, 1984, and 2003. I wish Harris had noticed that he contradicts them here, and I’m curious to learn how he proposes to counter my arguments.
You see, dear reader, Harris hasn’t done his homework. What a pity…. But you have simply misread me, Dan—and that entire page in your review was a useless digression. I am not saying that the mere addition of indeterminism to the clockwork makes responsibility impossible. I am saying, as you have always conceded, that seeking to ground free will in indeterminism is hopeless, because truly random processes are precisely those for which we can take no responsibility. Yes, we might still express our beliefs and opinions while being gently buffeted by random events (as you show in your thought experiment), but if our beliefs and opinions were themselves randomly generated, this would offer no basis for human responsibility (much less free will). Bored yet?

You do this again and again in your review. And when you are not misreading me, you construct bad analogies—to sunsets, color vision, automobiles—none of which accomplish their intended purpose. Some are simply faulty (that is, they don’t run through); others make my point for me, demonstrating that you have missed my point (or, somehow, your own).
Read more . . . .

Monday, September 02, 2013

Metaphysical - Philosopher L.A. Paul Interviewed by Richard Marshall (at 3AM)

Nice interview with an interesting philosopher I had never heard of before this. Laurie Ann Paul is a professor of philosophy at the University of North Carolina at Chapel Hill, having previously taught at Yale University and the University of Arizona. This is the statement at the top her UNC faculty page:
I am Professor of Philosophy at UNC Chapel Hill. My main research interests are in metaphysics and the philosophy of mind, especially temporal phenomenology, time, perception, the ontology of mental states, the philosophy of cognitive science, mereology, causation, constitution, and essence. I work on related topics in the philosophy of science and the philosophy of language.

Some of my favorite topics.

She is co-author (with Ned Hall) of Causation: A User’s Guide (2013) and co-editor (withe Ned Hall and John Collins) of Causation and Counterfactuals (2004).

metaphysical

L. A. Paul interviewed by Richard Marshall


http://www.3ammagazine.com/3am/wp-content/uploads/2013/08/lpphoto-resize1.png

L.A. Paul is a deep howdy of metaphysics. She plumbs the depths of why philosophy matters, thinks metaphysical exploration is like scientific exploration in important respects, thinks causation a key puzzle, thinks xphi contributes to the philosophical conversation, thinks fundamental parts of the world are a mix of intrinsic natures, and outlines what you can’t expect when you’re expecting. All in all she’s hardcore. Fabadooza!

3:AM: What made you become a philosopher?

L.A. Paul: Strangely, I don’t really know what caused it. I just realized, sometime early on in college, that I wanted to be a philosopher. I basically decided that I wanted to spend my life thinking as deeply and carefully and reflectively as I could about the nature of reality and our human engagement with it, and that taking a philosophical approach was the best way to go about doing this. I don’t know why I decided this: I hadn’t taken any philosophy classes, or even read much philosophy.

3:AM: You’re interested in metaphysics and the philosophy of mind, amongst other things. Some might wonder whether there’s a point to philosophy in these fields saying that science will get the answers to any puzzles. So why should we listen to philosophers in these fields and not just wait and see what the scientists tell us?

LP: It’s a reasonable question. We should listen to both philosophers and scientists, because the philosophical contribution is different from the scientific contribution, and both of them are worthwhile. Philosophers, especially metaphysicians, explore features of reality and of our mental life that are different from those explored by scientists. For example, metaphysicians are interested in giving a developed account of what it means for objects to have properties that are essential to them, that is, whether there are any properties that objects must have in order to exist, even if the world were to be physically very different from how it actually is. And they are interested in questions about what the causal relation is (what it is to bring something about or make it happen), and about the way in which the present seems to be more real than the past or the future . These are not topics directly explored by scientists, even if some of the facts drawn from natural science are relevant to them.

Contemporary metaphysicians also recognize that there are interesting places of overlap with the natural sciences and with cognitive science. For example, work in fundamental physics is relevant to the way we think about spacetime and about causation. Work in cosmology is relevant to how we think about time, especially the temporal direction, and work in cognitive science is relevant to how we think about our experience of causation and our experience of time. I have argued that we should think of metaphysicians as developing models of parts of reality, like the nature of causation, that science is not investigating directly, and that metaphysicians should draw on natural science when they seek to understand features of reality like spacetime. I have also argued that metaphysicians can usefully draw on cognitive science when they seek to understand and explain our causal and temporal experiences.

3:AM: You argue that metaphysical exploration is like scientific exploration – but it’s hunting different subjects. So what’s it after, and why, if it’s not science, is it still able to make important contributions to our knowledge of the world?

LP: I do think that metaphysical exploration is like scientific exploration, in the sense that philosophers and scientists are both developing models of reality, and furthermore that we all rely to a significant extent on the idea that models which provide elegant, simple and satisfying explanations are more likely to be true. The distinctive contribution that metaphysics makes to our understanding of reality is first that it considers questions about features of reality that the sciences don’t, such as the intrinsic nature of causation or the dynamic character of temporal experience. Often the features metaphysicians are interested in, like causation, time, and essence, involve features that seem so basic or are so generally embedded in the way we experience the world that it takes special attention and focus to draw them out and develop an account of their nature.

A second distinctive difference is that metaphysics works by developing a very wide range of models of these features of reality. This range is much wider than you normally see in the sciences, and we use this wide range of different models to enrich our capacity to understand the world in very different or competing ways. The idea is that by doing this we can gain a special sort of understanding of the world . Each different angle that each metaphysical model explores gives us a new way to think of that part of reality, and thus a new way to understand it. By thinking of the project of metaphysics as modeling different ways to think about the world, instead of thinking of it like the scientific project where the objective is arguably to get a unified picture of the world or a single true model of reality, we get a sense of how the main goal of philosophy, especially metaphysics, is the development of a kind of wisdom about ways the world might be. What I mean by this is that while there’s often a lot of derisive talk about science superseding philosophy as it gets a better and better picture of the world, the history of both fields shows much more exchange—e.g., while philosophy learns from the empirical discoveries and physical theory of science, science has often taken advantage of philosophy’s commitment to rigorously working out seemingly weird models of how the world might be.

3:AM: You’ve pondered on the nature of causation. The story about Suzy breaking her wrist helped show why it’s a difficult idea to pin down. Can you say something about all this and say what it shows about our ideas about causation?

LP: What has emerged from thinking about causation and its puzzles is that there is a deep divide in our intuitions about causation, and correspondingly, a divide in how to handle two very central issues: problems with cases of causation involving multiple causes of the same effect, and problems with causation involving omissions, that is, involving events that don’t occur. In my new book, Causation: A User’s Guide (written with Ned Hall), after surveying the literature in some depth, we conclude that, as yet, there is no reasonably successful reduction of the causal relation. And correspondingly, there is no reasonably successful conceptual analysis of a philosophical causal concept. This conclusion is not wholly pessimistic, however, since we also explore how the search for a reductive theory of causation, and its sister search for an analysis of the concept of causation, has opened up many interesting and fruitful lines of enquiry. As a result of the search for an analysis of causation, philosophers have discovered new causal features and developed richer, more nuanced treatments of the causal relation. And these treatments can be the basis for a productive connection to applied work in statistics and the natural and social sciences, even from this most “metaphysical” of topics.



3:AM: Are things like causation and time just part of the manifest image rather than something science needs to explain the world? Are they just useful illusions, like meaning and free will that evolution has selected us to have or are they fundamentals of nature?

LP: I suspect that these are not opposing ideas: causation and time exist in nature, we also experience them as part of the manifest image, and our experience of them incorporates a certain amount of illusion. What I mean by this is that causation and time exist in human-independent reality. They’d exist even if there were no beings around to experience them. But in addition to causation and time themselves, there are our subjective experiences of causation and time. Some elements of these experiences map onto the intrinsic nature of real causal and temporal relations, perhaps mapping their real character in some way that is transmitted across experience. Other elements do not: some features of our experience do not map onto the real character of causation and time. Instead, these features of our experience flow from the way that the human cognitive system processes causal and temporal and other sorts of stimuli.

3:AM: I guess these questions are connected to the idea of scientific realism and anti-realism. Which are you?

LP: I plead the 5th. Although I usually assume scientific realism in my work.

3:AM: Do you agree with Nancy Cartwright that there are no universal laws of nature, and if there aren’t, does that mean the idea of a law of nature is redundant?

LP: For this, I will assume the realist stance. My answer is “No.” I think Nancy’s work is brilliant, challenging and insightful, but I also think she is wrong. There are laws of nature—of course there are—even if they don’t exist in some sort of bizarre Platonic Heaven. I think she was over-influenced by the empiricism of the twentieth century when she drew her skeptical conclusions. A lot of people were.

3:AM: How much sympathy have you got for xphi and Josh Knobe’s crew?

LP: I have quite a bit of sympathy for the idea that psychology and cognitive science have much to offer philosophy, and that the reverse is true as well. While I do not agree with all of the claims made by experimental philosophers, especially those who seem to think xphi will somehow replace the rest of philosophy, I think xphi projects are interesting and important, I love Josh Knobe’s work, and that these projects contribute something new and worthwhile to the philosophical conversation. I think, in fact, that the connections between philosophy and cognitive science haven’t gone far enough, since as I noted above, metaphysicians should be working closely with cognitive scientists when they try to understand the sources of our experience of parts of the world such as its causal and temporal parts. There have been some direct connections, that is, connections not routed through xphi, drawn between cognitive science and metaphysics recently, but not nearly enough of them.

3:AM: You’ve thought a lot about the role of mereology in working out the fundamentals of the world. You ask one of the big questions – what is the fundamental structure of the world? So perhaps before asking you how to go about answering it you should say what we shouldn’t do to answer it. What are the rival approaches to yours that you reject?

LP: I reject what I see as flat-footed accounts of the fundamental structure of the world, where we somehow assume that, because ordinary experience involves middle-sized objects in space and time, that fundamental reality must be essentially like that. I argue, instead, based on metaphysical and physical considerations, that we should think of the fundamental parts of the world as a mix of intrinsic natures, rather like a paint-pot filled with a rainbow of colors, loosely mixed to give a richly varied, spatiotemporally inseparable, spread of qualities, and that this mixture is what gives rise to ordinary reality.

I also argue that my approach is better than its rivals, especially those which require spacetime to be fundamental. Since my view can be fitted equally well to physical theories that require spacetime to be fundamental and theories that do not, my view does a better job of capturing metaphysical reality, because it grasps the more abstract and general and thus metaphysically deeper features about qualities that are recognized by all of our best fundamental physical theories.

3:AM: Are you some sort of essentialist, and if so, are you a deep one or a shallow one?

LP: Well, of course, it’s always better to be deep rather than shallow. And I’m deep.

3:AM: And what can’t Mary expect when she’s expecting – and why is this important?

LP: The idea behind the paper “What you can’t expect when you’re expecting” has two dimensions. The first dimension is that there is a paradox at the heart of the modern romantic sense in which prospective parents are supposed to decide whether or not they want to have a child by thinking about what it would be like to have a child.

The idea comes out most clearly when we consider it from a woman’s perspective. If you are female, and conditions are otherwise apt, you are supposed to decide whether you want to become a mother by thinking carefully about whether you really want to have a child of your very own, what it would be like to be a mother, whether this is something you really want and will be happy with, etc. In general, you are supposed to evaluate whether you should have a child largely on the basis of what you think it will be like for you to have a child.

The paradox arises from the fact that, until you’ve had a child, you cannot know what it will be like to have one. And moreover, the experience may change you in ways that you cannot predict or even understand before you have the child. This means that you can’t rationally choose to have a child on the basis of what you think it will be like, because there is no way for you to know what it will be like. Even worse, the same is true if you choose not to have a child: since you can’t know what it would have been like for you to have a child, you can’t know the value of what you are missing. And so there is no way to rationally choose whether or not to become a parent.

The second dimension of the idea is that these issues with predicting the nature of one’s own future generalize to other situations. I explore this in detail in my forthcoming book Transformative Experience. The idea is that there is a modern cultural notion (at least in wealthy western societies) that if you are authentic and responsible and thoughtful, you should take charge of your own destiny and map out your subjective future. The process of this form of self-realization involves deliberation, where you reflect upon who you really are and what you really want, in order to plan your life’s path and determine the kind of person you want to become. But I argue that this notion of how best to realize one’s future is deeply confused. The reason it is so confused is that it is impossible to predict what it will be like to have many of the central, determinative experiences of our lives (like having a child, or choosing a career, or trying a drug, or getting married), and so we cannot rationally choose to have them or avoid them based on what we think they will be like. But even though we can’t predict what it will be like to have these experiences, we have them anyway—they are just part of what it is to live one’s life.

If this is the case, then the lesson to draw is that we need to reformulate the way we approach our lives, and stop thinking of our big decisions as involving somehow knowing or predicting what it is going to be like when we choose a particular path of self-realization. Living rationally and authentically does not mean that you map out your future by thinking carefully about what it would be like if you chose one path versus another path and then choosing on that basis. Living rationally and authentically means understanding that life centrally involves making leaps of faith, both small and large, and that the value of living is to a large extent the value of experiencing your life, whatever that experience is. We should realize that we are choosing to have or avoid experiences based on the value of having experience itself, even if the experience involves suffering or pain.

3:AM: And finally, are there five books you could recommend to take us further into your philosophical world?

LP: Four philosophy books, two by David Lewis, On the Plurality of Worlds and Collected Papers, volume II, one by Peter van Inwagen, Material Beings, and one by Quentin Smith, The Felt Meanings of the World. And one psychology book (that is also very philosophical) by Susan Carey, The Origin of Concepts.


ABOUT THE INTERVIEWER
Richard Marshall is still biding his time.

Monday, April 01, 2013

Causation in Psychoanalysis - Nikolai Axmacher


This recent article from Frontiers in Psychoanalysis and Neuropsychoanalysis attempts to bridge the gap between the hermeneutic perspective of psychoanalysis and the causal relationships that adhere in science. In doing so, he argues against the following three reasons for the epistemological divide:
first, that psychoanalytic attempts to overcome repression aim to go beyond causal relationships; second, that hermeneutic explanations are retrospective and context-dependent and therefore follow a different logic than causal explanations; and third, that only causal hypotheses are falsifiable, while the introspective reasons for one’s own behavior are not. 
This is an interesting article whether you agree with his conclusions or not (I tend to agree with him in principle), so check it out.

Causation in psychoanalysis

Nikolai Axmacher1,2
1. Department of Epileptology, University of Bonn, Bonn, Germany2. German Center for Neurodegenerative Diseases, Bonn, Germany
It has been argued that psychoanalytic and biological theories cannot be integrated because they rely on different epistemological grounds, namely on hermeneutic versus causal explanations, that are inconsistent with each other. Such inconsistency would seriously question the general possibility of neuropsychoanalytic research. Here, I review three important arguments that have been raised in favor of this inconsistency: first, that psychoanalytic attempts to overcome repression aim to go beyond causal relationships; second, that hermeneutic explanations are retrospective and context-dependent and therefore follow a different logic than causal explanations; and third, that only causal hypotheses are falsifiable, while the introspective reasons for one’s own behavior are not. I present arguments against each of these statements and show that actually, causal and hermeneutic explanations are, at least in principle, consistent with each other. The challenge for neuropsychoanalytic research remains to find indeed empirical examples of theories which are causal and hermeneutic at the same time.
Full Citation: 
Axmacher N (2013) Causation in psychoanalysis. Frontiers in Psychology. 4:77. doi: 10.3389/fpsyg.2013.00077

INTRODUCTION

Neuropsychoanalysis – the attempt to integrate psychoanalytic theory and practice with a consideration of the neural basis of human behavior, cognition, and affects – may take several forms. Initially, it referred to the psychoanalytic study and therapy of patients with brain lesions (Kaplan-Solms and Solms, 2000; Solms and Turnbull, 2002). Subsequent studies widened the scope by including experimental investigations of psychoanalytic concepts – from studies on the neural basis of psychodynamic therapy (e.g., Axmacher and Heinemann, 2012; Buchheim et al., 2012) to the operationalization of specific concepts such as the constancy principle (Carhart-Harris and Friston, 2010), dreams (e.g., Dresler et al., 2011; Ruby, 2011), repression (e.g.,Anderson et al., 2004; see Axmacher et al., 2010 for a critique of current operationalizations), psychodynamic conflicts (Loughead et al., 2010), etc. In addition to this empirical research, the epistemological basis of combining psychoanalysis and neuroscience has been widely discussed. Here, my goal is to contribute to this discussion by focusing on one, particularly problematic aspect, namely the relationship of the hermeneutic (or “depth hermeneutic,” as it includes unconscious processes; Lorenzer, 1986) approach taken in the psychoanalytic attempt to understand and reconstruct conscious and unconscious narratives, and the scientific strife for explanations in terms of causal relationships. The following considerations do not intend to provide an exhaustive overview of all arguments raised on this issue. Instead, they aim to provide a limited personal account on a question which remains central for the neuropsychoanalytic endeavor.

THE PROBLEM

During psychoanalytic therapy, analyst, and client aim to understand the analyst’s mental and affective life. Many aspects of this inner life appear initially absurd and paradoxical; the belief that even (and particularly) apparent nonsensical aspects are relevant and may in principle be understood is a cornerstone of psychoanalytic theory (Brenner, 1955). The process of understanding these phenomena has been conceptualized as “hermeneutic” – as a circular process by which an initial and superficial understanding is incrementally improved as analyst and client co-construct meaning through conscious and unconscious affective transference. Scientific researchers also search to understand seemingly random phenomena when they attempt to find regularities in their data. These regularities may then be used to generate predictions for future experiments and to build hypotheses about underlying causal laws. Freud throughout his life maintained the ideal to combine these two levels of investigation – to find scientific explanations for the conscious and unconscious psychic contents and somatic symptoms that he observed in his patients. In this combination of qualitative hermeneutics with quantitative theories, Freudian psychoanalysis had a unique dual epistemological character (Ricoeur, 1970). Many philosophers (e.g., Habermas, 2005) and psychoanalysts (e.g., Spence, 1982; Thomä and Kächele, 2006) criticized the biological ancestry of Freudian psychoanalysis and its attempt to find “metapsychological” laws of psychic life that resemble the explanations in the natural sciences; instead, they suggested to ground psychoanalysis on a purely hermeneutic basis.

However, purely hermeneutic explanations are epistemologically problematic because they typically act in a retroactive manner – they attempt to explain consisting affects, psychic contents, and somatic symptoms, but do not make predictions about future developments. Therefore, purely hermeneutic hypotheses are inherently difficult to falsify, which has been extensively criticized by philosophers such as Popper (1963). This problem would not occur if hermeneutic reconstructions were (at least in principle) consistent with causal explanations – in this case, one could predict that removal of the cause should alter its effect as well. Indeed, some philosophical accounts of psychoanalysis suggest that repressed conflicts generate neurotic symptoms in the same way as physical causes induce observable effects in the external world; in this case,one would predict that removal of repression during the course of psychoanalytic therapy should also alleviate the symptoms(e.g., Grünbaum, 1984).

On the other hand, several arguments suggest that hermeneutic reconstructions are fundamentally inconsistent  with causal explanations. In the remainder of this article, I will discuss three such arguments and try to convince the reader that this apparent inconsistency does, in fact, not exist. The first argument is based on the  introspective notion that we experience ourselves as free, whereas no freedom appears to exist in a causally closed world. Similarly, it has been stated that causal explanations are inconsistent with the therapeutic aim of an enhanced degree of autonomy. Second, psychoanalytic reconstructions attempt to provide conscious or unconscious reasons – for an action, a somatic symptom, or a psychic content such as an affect (for the opposite view that explanations of seemingly irrational behavior are based on causes but not reasons,see Davidson, 1982). However, providing a reason appears to follow a different linguistic logic than finding a cause: typically, reasons are only given retrospectively, for example to justify some action. This occurs in a specific social context. Therefore, depending on the context, very different reasons maybe given to justify the same action. In contrast, a cause should always lead to the same outcome. Third, while hypotheses on causal  connections are falsifiable, introspectively perceived reasons for my own behavior appear not to be–I know best the reasons why I acted in a certain manner.

Saturday, September 22, 2012

Crows Join Humans in the Ability to Infer Hidden Causal Agents

For those of us who love crows and ravens (and all the other amazing corvids), this is not really new information. There have been loads of other studies documenting the advanced cognitive skills of ravens and crows, especially the New Caledonian crows.

However, the fact that mainstream science is catching on the how smart crows are bodes well for their future in intelligence research. Now if we could just ban hunting and killing them.

This article is from Misc.ience - there is a second one from Wired (below):

Crows join humans in the ability to infer hidden causal agents

New Caledonian crows – smarter every time we look at them.

A fascinating new piece of research was published a couple of days ago in the journal Proceedings of the National Academy of Sciences (or PNAS for short).


New Caledonian crow. Credit: University of Auckland

It shows that New Caledonian crows are capable of a cognitive feat previously only thought to be doable by human beings – the ability to reason about a hidden causal agent (in this case someone behind a sheet). Inference, in other words.

ResearchBlogging.org
As the (open access/free) paper explains in its opening sentences:
The ability to make inferences about hidden causal mechanisms underpins scientific and religious thought. It also facilitates the understanding of social interactions and the production of sophisticated tool-using behaviors. However, although animals can reason about the outcomes of accidental interventions, only humans have been shown to make inferences about hidden causal mechanisms."
Alex Taylor of the University of Auckland’s School of Psychology (hooray NZ!) and colleagues have shown, however, that we’re NOT the only creatures capable of doing it.

They took eight Caledonian crows – very clever birds, admittedly, who’ve previously been shown to be capable of making and using tools – and showed two series of events. Before the events, the crows had been given some experience with extracting food from a box using a tool.

Both events involved a sheet, and a stick which moved.

The first set of events: the Hidden Causal Agent (HCA)

In the first set of events, the crows were able to watch as a person (of the human sort) walked behind a blue sheet that was hanging up near to a box containing food. The box had been set up so that the crows had to turn their heads away from watching the sheet in order to get their food out.

Once the human had walked behind the sheet, the crows saw the stick poking out from behind it move, making motions towards the food box, and then they saw the human leave again.  ’Meh’, one could imagine the crows thinking, ‘makes total sense. Fudz om nom nom.’

And that’s what they did – they came down to the food box, picked up a tool and extracted their food, giving nary a glance towards the sheet.

Ah, yes. There was also a second person who came into the room with the first, stood in the corner 1.5m from the sheet with closed eyes and hands held crossed in front of their body. This second person did nothing, and then left with the first person.

The second event: the Unknown Causal Agent (UCA)

In the second set of events, they saw the stick move in the same way without someone walking behind, or walking away from, the sheet. A ghost stick!*

As in the first event, there was also a second person who did nothing at all and then left.




Inspection rate across conditions. Final habituation trial before testing is indicated by 20cm hab. (Upper Left ) Diagram of the HCA condition. (Upper Right) Diagram of the UCA condition. In the HCA condition, one human walked into the hide and one stood in the corner of the room. A wooden stick was then probed from the hide. The agent then exited the hide. Both humans then left the room. In the UCA condition, one human entered the cage and stood in the corner. The tool was then probed through the hole. The human then left. (Taylor, A.H. et al, 2012)

And so?
The experiment had been designed so that this stick stimulus would be a new experience for the crows, and so probably something they’d intrinsically distrust (or not like, at the very least)**.

Read the whole article. And here is another one from Wired.

Whodunit? Crows Ask That Question, Too

A New Caledonian crow uses a twig tool. Image: Mick Sibley

By Virginia Morell, ScienceNOW

Imagine hearing a distant roll of thunder and wondering what caused it. Even asking that question is a sign that you, like all humans, can perform a type of sophisticated thinking known as “causal reasoning”—inferring that mechanisms you can’t see may be responsible for something. But humans aren’t alone in this ability: New Caledonian crows can also reason about hidden mechanisms, or “causal agents,” a team of scientists report Sept. 17 in the Proceedings of the National Academy of Sciences. It’s the first time that this cognitive ability has been experimentally demonstrated in a species other than humans, and the method may help scientists understand how this type of reasoning evolved, the researchers say.


 
Causal reasoning is “one of the most powerful human abilities,” says Alison Gopnik, a psychologist at the University of California, Berkeley, who was not involved in the study. “It’s at the root of our understanding of the world and one another.” Indeed, it is the key mental ability for many things humans do, including inventing, making, and using tools. We develop this ability early in life: A 2007 study in Developmental Psychology reported that human infants as young as 7 months old understand that when a beanbag is tossed from behind a screen, something or someone must have thrown it. The infants infer that a “causal agent” must be involved in the motion of the flying beanbag.

But why should this ability be limited to humans? “It seems like it would make good sense for crows and many other animals to be able to distinguish between the wind rustling tree limbs and an unseen animal crashing through the canopy,” says Alex Taylor, an evolutionary psychologist at the University of Auckland in New Zealand and the lead author of the new study. Because New Caledonian crows are also inventive and skillful tool-users, Taylor and his colleagues thought the birds might have causal reasoning skills similar to those of humans.

Working on Mare Island in New Caledonia, the scientists captured eight wild crows (five adults and three juveniles) and housed them inside a large outdoor aviary. Over the next few days, the birds used a slender stick to extract food from a small box placed on a table in the aviary. Then the plot thickened: The scientists placed the food box close to a blue tarp large enough for a person to hide behind. The researchers also set up a large stick that could be poked through the tarp and waved around by a human outside the aviary pulling on a string; the moving stick posed a danger to the birds if they tried to extract the food.

The crows in the aviary then observed two different situations. In one, the “hidden causal agent” scenario, the crows saw a human enter the blind. Then, a few moments later, the stick poked through the tarp and moved back and forth 15 times. The human then exited the blind. In the “unknown causal agent” scenario, the crows saw only the stick as it emerged from the tarp and moved back and forth 15 times.

In both situations, a human also stood next to the table in the aviary, so the crows never tried to get the food. And in both cases, when the visible human left, the crows began to remove their food from the box. Yet the crows’ behavior differed depending on whether they had seen a human come and go from the blind. If the birds had seen a human stepping out of the blind, they seldom gave the stick so much as a glance as they dug out their food. But the crows that saw the stick move but no one emerge from the blind were nervous: They often stopped probing for food and studied the blue tarp and stick—apparently suspecting that someone or something unknown had caused the stick to move and that it might move again. Some even flew away from the setup.

Together, the tests show that the crows are “capable of causal reasoning,” Taylor says. “We expected the crows to initially be scared of the moving stick. Instead, they only became scared when they could not attribute the movement to a hidden human—which suggests the crows were reasoning that the stick’s movement was caused by that human.” The crows, he says, apparently don’t expect an inanimate object to move on its own, just as infants don’t expect beanbags to be tossed through the air by a toy block.

“It’s an extremely clever study,” says John Marzluff, a wildlife biologist at the University of Washington, Seattle. “Using a controlled experiment, they’ve validated what many crow hunters know—that crows keep track of hunters in blinds. Even if the crows [in this study] never see a person push the stick, they connect the dots between the location of a person and the actions they associate with people.”

The study “makes important new advances in our understanding of the extent to which nonhuman animals may be capable of causal reasoning and offers the potential to open this whole area up to scientific inquiry in animals,” adds Nicola Clayton, an experimental psychologist at the University of Cambridge in the United Kingdom. Because it suggests that causal reasoning evolved in parallel in humans and crows, the work may even “help solve the fascinating question of just how and why our human intelligence evolved,” Gopnik says.

This story provided by ScienceNOW, the daily online news service of the journal Science.

Monday, June 25, 2012

What I'm Reading, Part Two: Causal Pluralism


Somehow, while I was down the complex adaptive systems rabbit hole, I stumbled across another new term, causal pluralism. A quick and easy definition comes from Peter Godfrey-Smith (Harvard University):
Causal pluralism is the view that causation is not a single kind of relation or connection between things in the world. Instead, the apparently simple and univocal term "cause" is seen as masking an underlying diversity.
Leen De Vreese (Centre for Logic and Philosophy of Science; Ghent University, Belgium) argues that the field is still relatively new (as of early 2007), but the term “causal pluralism” already has accrued a variety of meanings, which he feels leads to confusion. In his paper, Disentangling Causal Pluralism, he tries to sort the threads of pluralistic approaches to causation and to identify the different perspectives held by their adherents.

I wonder if he sees the irony in trying to identify the individual ideas and perspectives that constitute the pluralist origins of causal pluralism?
Full Citation:
De Vreese, L, Weber, E. (2008). Disentangling Causal Pluralism. Robrecht Vanderbeeken, (ed.), Worldviews, Science, and Us: Studies of Analytical Metaphysics. A Selection of Topics From a Methodological Perspective. Singapore: World Scientific Publishing Company.
De Vreese identifies three basic kinds of causal pluralism:
  • conceptual causal pluralism
  • metaphysical causal pluralism
  • epistemological-methodological causal pluralism
Each of these positions has an opposite stance in the monistic causation camp.

However, his primary agenda in the paper is to reduce the (perceived) confusion in the field of causal
pluralism by identifying the perspectives being taken in relation to metaphysical causal pluralism. In essence, are there metaphysical reasons to accept causal pluralism, or is causal pluralism only a conceptual matter

He proposes three "central metaphysical questions" about causation to achieve this goal.
  • Firstly, is causation a realistic notion, or is it a mental construct? 
  • Secondly, does causation only occur as a real relation at the fundamental level of reality, or does it also occur as a real relation between objects at higher levels of reality? 
  • And lastly, does causation consist in a single empirical relation, or does it consist in diverse empirical relations deserving the label “causal”?
In answering these questions, he proposes four types of metaphysical perspectives regarding causation:
  • metaphysical causal constructivism
  • strong metaphysical causal pluralism
  • weak metaphysical causal pluralism 
  • metaphysical causal monism
He concludes his paper by making a clear distinction between conceptual and metaphysical causal pluralism from a third variation on causal pluralism, which he terms "epistemological-methodological causal pluralism." He is referring to "the importance of a pluralistic view on causation for our scientific knowledge in general on the one hand, and for assembling causal knowledge in specific domains of science on the other hand."

While he maintains that an epistemological-methodological approach to causation is still intimately related to conceptual and metaphysical causal pluralism, he feels it's still important to value this line of approach as different from the others, maintaining that "certain questions become utterly important for the sake of our knowledge."

That is one view of causal pluralism, but there are as many variations as there are authors, or at least that is how it seems to a new reader in the field.

In an article more specifically relevant to my work, Julian Reiss (Erasmus University Rotterdam, the Netherlands) published Causation in the Social Sciences: Evidence, Inference, and Purpose in Philosophy of the Social Sciences (2009).
Full Citation:
Reiss, J. (2009, Mar). Causation in the Social Sciences: Evidence, Inference, and Purpose. Philosophy of the Social Sciences, Volume 39(1); 20-40. doi: 10.1177/0048393108328150
Abstract:
All univocal analyses of causation face counterexamples. An attractive response to this situation is to become a pluralist about causal relationships. “Causal pluralism” is itself, however, a pluralistic notion. In this article, I argue in favor of pluralism about concepts of cause in the social sciences. The article will show that evidence for, inference from, and the purpose of causal claims are very closely linked.
This is definitely worth the read.

In an oft-cited paper, Christopher Hitchcock's Of Humean Bondage, he offers a classification scheme for the various forms of causal pluralism. He clarifies up front that he is interested in a pluralism of causation, not a pluralism of causes (which he claims all philosophers already accept). This paper relies more on classical logic arguments in assigning causation, but it is still useful.

Finally, Cognitive Psychology (2010) published Causal–explanatory pluralism: How intentions, functions, and mechanisms influence causal ascriptions by Tania Lombrozo, for which this is the abstract:
Both philosophers and psychologists have argued for the existence of distinct kinds of explanations, including teleological explanations that cite functions or goals, and mechanistic explanations that cite causal mechanisms. Theories of causation, in contrast, have generally been unitary, with dominant theories focusing either on counterfactual dependence or on physical connections. This paper argues that both approaches to causation are psychologically real, with different modes of explanation promoting judgments more or less consistent with each approach. Two sets of experiments isolate the contributions of counterfactual dependence and physical connections in causal ascriptions involving events with people, artifacts, or biological traits, and manipulate whether the events are construed teleologically or mechanistically. The findings suggest that when events are construed teleologically, causal ascriptions are sensitive to counterfactual dependence and relatively insensitive to the presence of physical connections, but when events are construed mechanistically, causal ascriptions are sensitive to both counterfactual dependence and physical connections. The conclusion introduces an account of causation, an ‘‘exportable dependence theory,” that provides a way to understand the contributions of physical connections and teleology in terms of the functions of causal ascriptions.
It's probably indicative of my geekiness that I am looking forward to reading this one.


Here are a few other papers, all of which are freely available online.