Suppose I am deciding whether or not to buy ice cream. Suppose also that all things being equal, a past-omniscient agent would predict a 50/50 chance of my buying ice cream. How does my final decision get made? Is there a reason for it?
Before I go any further, I want to note that I'm not talking about probabilities that result from a lack of knowledge on our part. If I flip a coin, I typically estimate the odds of tails at 50%, but that's really due to my ignorance about the behavior of a coin when I flip it. However, an observer who is omniscient about the past will be able to predict the outcome of my coin flip by computing what the laws of physics have to say about forces on the coin. In other words, when I speak of probabilities below, I'm talking about probabilities as they appear to an observer who is omniscient about the past.
According to libertarians, I somehow choose to buy or not buy the ice cream without my decision being (1) fully determined by the past, (2) random, or (3) some combination of determined and random.
Let's suppose that the world is not fully deterministic. How can the outcome of an event be partially determined?
Well, in quantum mechanics, as an example, the probability distribution for the event outcomes is determined, but the actual outcome is the result of a random selection according to the distribution.
For example, suppose a quantum theory predicts a 67% chance of an experiment finding an electron spin-up versus a 33% chance of finding the electron spin down. The theory says that nature acts as if the experiment is equivalent to placing 67 red balls and 33 green balls in a barrel, and randomly drawing a ball from the barrel. If the ball comes up red, then the electron is spin up, otherwise it is spin down. The past-omniscient observer only knows how many of each type of ball there are in the barrel.
This way of looking at events is quite general. It's not general because the world is physical, material or made up of quantum elements. It's general in the theoretical sense. If the past is determining something, then the past is altering the probability that an outcome will occur. A fully deterministic world is one in which the probabilities of outcomes are either 0% or 100%.
When pushed, even libertarians will agree that the past makes certain outcomes more probable than others. Will I choose to step in front of a moving bus this afternoon? Being a happy, stable person who lives a charmed life, probably not. Indeed, very probably not. Even if the libertarian believes I have the "free choice" to step in front of a moving bus, they can still admit that that choice is highly improbably due to factors in my past.
However, when we factor out the probability, what is left for a decision to be based upon?
It's very frustrating trying to pin down incompatibilists on this issue. As far as I can tell, the incompatibilist's belief in libertarian free will is generated by moral considerations, and comes without any technical accounting. For most libertarians, there is not only no mechanism for free will, but there's no way of distinguishing free will from randomness.
To make my argument more airtight, I'm going to suppose there's a detailed accounting for deterministic factors. What we'll see is that there's no basis for an agent to make a choice except via fundamental randomness.
Suppose I enumerate all the reasons I have to buy ice cream, and all the reasons not to buy ice cream. Suppose there turn out to be 5 reasons to buy (B1, B2, ..., B5), and 5 reasons not to buy (N1, N2, ..., N5).
For example, perhaps
N2 = "Ice cream will make me fat, and I want to be slim."
and
B4 = "Ice cream is one of the great pleasures of life, and I don't want to miss out on life's pleasures."
Each reason has an associated importance or weight. Being vain, I assign 10 points to N2, and 5 points to B4.
Since my vanity is is a part of my character, and my character is part of the past state of things, it is predictable. That is, the weight assigned to each reason is mostly determined by the past.
Suppose that these reasons and their weights translate into a 50/50 chance that I will buy the ice cream. That is, we are assuming that, all things being equal, the weight I assign to the reasons is such that they happen to cancel each other out.
At this stage of the thought experiment, the libertarian would say that I choose to buy or not to buy using my free will. What does this mean?
Well, something has to change the weighting of the reasons. It must be that, as I make my decision, I reassign weights to my reasons, and this causes me to come down on one side of the decision or the other.
But on what basis can I reassign weights to my reasons?
Presumably, the libertarian does not mean I am whimsical in reassigning the weights. Whimsy is random. There's no reason for it. It is arbitrary. To see this, imagine that my brain incorporates a random number generator which randomly shifts the weights of all the reasons. If the random number generator happens to throw the balance to buying the ice cream, I can't rationalize the decision by saying that my decision occurred because of B1-B5.
Could I have an actual reason to change my weights?
No. If I did have a reason to change weights such that I buy the ice cream, this reason would constitute B6, and should have been accounted for in my set. That is, the existence of such a reason contradicts the premise that I already had a complete set of reasons in sets B and N.
Is it possible that I discovered a new reason at the moment of my decision?
No. Nothing in the analysis above is phrased in terms of my own perspective. Rather, it's phrased in the perspective of a past-omniscient observer. It doesn't matter whether I was aware of B5. If I was unaware of it, the past-omniscient agent would have assigned it a low weight.
Is my attention to a particular reason the missing factor?
Well, attention or memory or prominence to consciousness may be a factor, but it doesn't help. Either there is a reason for the reason to have prominence to my consciousness or not. If there is a reason, it is already accounted for. If there isn't a reason, it is random.
At this stage, we are forced to conclude that whatever is not determined to the past-omniscient observer is fundamentally random. That is, there can be no possible reason or cause for the selection from the determined probabilities.
I would not be surprised to see some libertarians try to escape this conclusion by trying to redefine the word random. However, there's really nothing special to my definition. Just because an event occurs in the mind of an agent doesn't make any difference to my definition. There remains no reason for the decision, whether you call it random or not. Any attempt to make such a distinction is like saying that when a random event occurs in the mind of an agent, it's called whimsy. What value such nomenclature might have is beyond me.
Tuesday, October 06, 2009
Monday, October 05, 2009
Shagging Disproves Design
Design is like painting. A painter has a palette of different colors to choose from, and a final painting is typically a combination of different paints from the palette.
Of course, a painter could use just one color. But if the canvas was large and the products diverse, it's pretty unlikely that a painter would use one color exclusively.
It's even more unlikely that the painter would use one specific color, like burnt sienna. However, if we knew of a painter who had no choice but to use burnt sienna, then a painting in burnt sienna would be far more likely to be by this restricted artist than by any other painter.
The above is an analogy to the argument I have given for why evolution disproves design. Neo-Darwinian evolution places a lot of constraints on the way things have to be. There has to be descent (breeding) and common descent (any two individuals have a common ancestor). Experiment tells us that common descent is true. In other words, something like neo-Darwinian evolution has been used consistently throughout the history of life on this planet.
Evolution is just one method of design. In general, a designer doesn't need to try every possible design. A designer can simulate and use complex rules to create a single design, then just implement that design by manufacturing, with no need for breeding. In general, a designer can also create designs that have little in common with past designs, and which are constructed from completely new materials.
Since the number of ways of designing things without evolution is far greater than the number of ways of designing things with evolution, the fact we see evolution and only evolution means that a designer is ruled out.
This is my standard probability argument against design.
One response I get back from intelligent design sympathizers is that evolution is a design technique that even we humans use. Clearly, anyone who responds this way is missing the point entirely. I say from the very beginning that evolution is a form of design. The point is that it is just one form of design, and there's no reason to use just one technique exclusively. If there was a reason for exclusive use of evolution, and if there were any rational reason to grant that scenario a privileged share of the probability, then there would be predictions stemming from that reason.
However, it occurred to me that there's yet another good reason to dismiss the ID rebuttal. Suppose I'm designing an airliner. I don't want my airliners to breed for survival. Airliners are supposed to be useful to me, not to themselves. However, suppose I want to use evolutionary methods to design the wing of the airliner. That's aplausible scenario. So I create simulations of wings, test them in virtual environments, and preferentially carry forward effective designs in the simulation, and cull ineffective designs from the population. This is a straightforward application of genetic algorithms to the problem of wing design.
However, at no time in my simulation to I create a detailed mechanism for the wings to breed or have sex. There is, of course, a mechanism for simulating the outcome of "breeding" wings, i.e., of passing on design elements or altering population sizes. However, none of the wings have genitals, and they don't shag.
So, even if a designer chose to develop life on this planet using evolutionary techniques, there's no need for breeding. Thus, the fact that we have genitals is yet another reason why we're not designed. If we were designed (or if we're the evolutionary simulation), we wouldn't need genitals.
Of course, a painter could use just one color. But if the canvas was large and the products diverse, it's pretty unlikely that a painter would use one color exclusively.
It's even more unlikely that the painter would use one specific color, like burnt sienna. However, if we knew of a painter who had no choice but to use burnt sienna, then a painting in burnt sienna would be far more likely to be by this restricted artist than by any other painter.
The above is an analogy to the argument I have given for why evolution disproves design. Neo-Darwinian evolution places a lot of constraints on the way things have to be. There has to be descent (breeding) and common descent (any two individuals have a common ancestor). Experiment tells us that common descent is true. In other words, something like neo-Darwinian evolution has been used consistently throughout the history of life on this planet.
Evolution is just one method of design. In general, a designer doesn't need to try every possible design. A designer can simulate and use complex rules to create a single design, then just implement that design by manufacturing, with no need for breeding. In general, a designer can also create designs that have little in common with past designs, and which are constructed from completely new materials.
Since the number of ways of designing things without evolution is far greater than the number of ways of designing things with evolution, the fact we see evolution and only evolution means that a designer is ruled out.
This is my standard probability argument against design.
One response I get back from intelligent design sympathizers is that evolution is a design technique that even we humans use. Clearly, anyone who responds this way is missing the point entirely. I say from the very beginning that evolution is a form of design. The point is that it is just one form of design, and there's no reason to use just one technique exclusively. If there was a reason for exclusive use of evolution, and if there were any rational reason to grant that scenario a privileged share of the probability, then there would be predictions stemming from that reason.
However, it occurred to me that there's yet another good reason to dismiss the ID rebuttal. Suppose I'm designing an airliner. I don't want my airliners to breed for survival. Airliners are supposed to be useful to me, not to themselves. However, suppose I want to use evolutionary methods to design the wing of the airliner. That's aplausible scenario. So I create simulations of wings, test them in virtual environments, and preferentially carry forward effective designs in the simulation, and cull ineffective designs from the population. This is a straightforward application of genetic algorithms to the problem of wing design.
However, at no time in my simulation to I create a detailed mechanism for the wings to breed or have sex. There is, of course, a mechanism for simulating the outcome of "breeding" wings, i.e., of passing on design elements or altering population sizes. However, none of the wings have genitals, and they don't shag.
So, even if a designer chose to develop life on this planet using evolutionary techniques, there's no need for breeding. Thus, the fact that we have genitals is yet another reason why we're not designed. If we were designed (or if we're the evolutionary simulation), we wouldn't need genitals.
Labels:
evolution,
intelligent design
Thursday, September 24, 2009
Living in a Box
Imagine a crystal cube. Suppose this crystal is purely a static 3D entity in a 3D universe. There is no time dimension.
Like all crystals, it is a lattice of points connected by bonds (line segments) to nearest neighbors. But let's suppose, also, that these bonds are directional. The bonds aren't merely line segments, but are arrows that always point away from a particular corner of the cube. We'll call this special corner, the "origin". The opposite corner of the cube we'll call "the terminus".
If we were somehow living in this cube, we would notice that EVERY point in the lattice "attracts" arrows (bonds) from the origin side, and "radiates" arrows out towards the terminus side. Invariably.
Naturally, we would conclude that it is an absolute law of the crystal in which we live that there are always arrows going in to a point, and always arrows going out of it.
However, would we also conclude that, if the crystal is finite, there MUST be arrows entering the origin corner point of the crystal?
Would we also conclude that, in a finite crystal, at the opposite corner of the cube, there MUST be arrows exiting the terminus point?
We obviously would not.
I hope you can see the analogy. The cube is like our universe. Every point in the crystal is an event or interaction. The arrows flowing into the points are causes from the past. The arrows flowing out from a point are effects radiating into the future. The law of cause and effect is the observed law that events have causes and effects.
You should be able to see that the concept of causation is only defined INSIDE of our universe. It applies only to points within it. It has no leverage at the origin corner or the terminus corner of the cube/universe.
Like all crystals, it is a lattice of points connected by bonds (line segments) to nearest neighbors. But let's suppose, also, that these bonds are directional. The bonds aren't merely line segments, but are arrows that always point away from a particular corner of the cube. We'll call this special corner, the "origin". The opposite corner of the cube we'll call "the terminus".
If we were somehow living in this cube, we would notice that EVERY point in the lattice "attracts" arrows (bonds) from the origin side, and "radiates" arrows out towards the terminus side. Invariably.
Naturally, we would conclude that it is an absolute law of the crystal in which we live that there are always arrows going in to a point, and always arrows going out of it.
However, would we also conclude that, if the crystal is finite, there MUST be arrows entering the origin corner point of the crystal?
Would we also conclude that, in a finite crystal, at the opposite corner of the cube, there MUST be arrows exiting the terminus point?
We obviously would not.
I hope you can see the analogy. The cube is like our universe. Every point in the crystal is an event or interaction. The arrows flowing into the points are causes from the past. The arrows flowing out from a point are effects radiating into the future. The law of cause and effect is the observed law that events have causes and effects.
You should be able to see that the concept of causation is only defined INSIDE of our universe. It applies only to points within it. It has no leverage at the origin corner or the terminus corner of the cube/universe.
Labels:
cosmological argument,
cosmology,
philosophy
Friday, November 21, 2008
The Problem With Detroit
The U.S. auto mobile industry in an a shambles. Why?
Well, there are several contributing factors, such as higher labor costs, but there is one big reason. U.S. automakers don't make fuel-efficient vehicles that can compete.
Chronically, the automakers have planned on a short time horizon. They didn't invest over the long term, and they're unwilling to change the status quo. Ford, GM and Chrysler have too many inefficient trucks and SUV's, and their manufacturing processes take too long to retool. That's why cars like the Pontiac Grand Prix don't change body styles for 5 years or more, whle Toyota Camry gets a facelift every year or two.
Though the automakers developed hybrids, electric and fuel cell vehicles, they did so primarily as a PR move, with no intention of shipping green machines to the public unless they were absolutely forced to do so. Toyota forced their hand, and now American cars are playing a sad game of catch-up.
This myopic strategy has been ongoing for the last decade. Everyone knew the U.S. car industry was doing it.
What could have changed this? CAFE! Increasing average fleet fuel efficiency standards. The government could have forced the U.S. auto industry to build more fuel-efficent vehicles.
This would not only have made our carmakers greener, it would have made them more competitive over the long term.
Why didn't it happen? Because the Republicans insisted that it was better to let business play their game instead of having government get involved. Oh, and political contributions from the automakers might have had something to do with it, also.
It's really very simple. When you look at an industry, there are limitations in how the marketplace works. Most U.S. corporations don't have a long-term strategy. They're obsessed with short term profits and stock prices. Meanwhile, other governments write articles of legislation that force their industries to plan for the future. Consequently, their corporations are safer, greener, and more citizen friendly, and more competitive.
I'm all for free trade, but if we're going to take down trade barriers, why should the U.S. compete with one hand behind its back?
Well, there are several contributing factors, such as higher labor costs, but there is one big reason. U.S. automakers don't make fuel-efficient vehicles that can compete.
Chronically, the automakers have planned on a short time horizon. They didn't invest over the long term, and they're unwilling to change the status quo. Ford, GM and Chrysler have too many inefficient trucks and SUV's, and their manufacturing processes take too long to retool. That's why cars like the Pontiac Grand Prix don't change body styles for 5 years or more, whle Toyota Camry gets a facelift every year or two.
Though the automakers developed hybrids, electric and fuel cell vehicles, they did so primarily as a PR move, with no intention of shipping green machines to the public unless they were absolutely forced to do so. Toyota forced their hand, and now American cars are playing a sad game of catch-up.
This myopic strategy has been ongoing for the last decade. Everyone knew the U.S. car industry was doing it.
What could have changed this? CAFE! Increasing average fleet fuel efficiency standards. The government could have forced the U.S. auto industry to build more fuel-efficent vehicles.
This would not only have made our carmakers greener, it would have made them more competitive over the long term.
Why didn't it happen? Because the Republicans insisted that it was better to let business play their game instead of having government get involved. Oh, and political contributions from the automakers might have had something to do with it, also.
It's really very simple. When you look at an industry, there are limitations in how the marketplace works. Most U.S. corporations don't have a long-term strategy. They're obsessed with short term profits and stock prices. Meanwhile, other governments write articles of legislation that force their industries to plan for the future. Consequently, their corporations are safer, greener, and more citizen friendly, and more competitive.
I'm all for free trade, but if we're going to take down trade barriers, why should the U.S. compete with one hand behind its back?
Labels:
automakers,
government,
politics
Tuesday, November 04, 2008
What government can do for biomedical research
Sharon Begley in Newsweek:
These barriers to "translational" research (studies that move basic discoveries from bench to bedside) have become so daunting that scientists have a phrase for the chasm between a basic scientific discovery and a new treatment. "It's called the valley of death," says Greg Simon, president of FasterCures, a center set up by the (Michael) Milken Institute in 2003 to achieve what its name says. The valley of death is why many promising discoveries—genes linked to cancer and Parkinson's disease; biochemical pathways that ravage neurons in Lou Gehrig's disease—never move forward.
The next administration and Congress have a chance to change that, radically revamping the nation's biomedical research system by creating what proponents Richard Boxer, a urologist at the University of Miami, and Lou Weisbach, a Chicago entrepreneur, call a "center for cures" at NIH. The center would house multidisciplinary teams of biologists, chemists, technicians and others who would take a discovery such as Keirstead's and nurture it along to the point where a company is willing to put up the hundreds of millions of dollars to test it in patients. The existence of such a center would free scientists to go back to making important discoveries, not figuring out large-scale pipetting, for goodness' sake.
Labels:
government,
medicine,
research
Sunday, November 02, 2008
Skeptics Protest Bloggs Conviction
Fred Bloggs was convicted of the murder in court, yesterday. His fingerprints were found at the scene. The victim's blood and DNA were found on Bloggs's coat at his home. Also, the murder weapon was found in Bloggs's garage. Eyewitness accounts placed Bloggs at the murder scene on the day in question.
However, skeptics protested against the verdict. Protesters argued that Bloggs was a victim of as-yet-unexplained coincidences. They argued that the victim died of natural (although bizarrely bloody) causes.
Skeptics cited what they called missing evidence in the case. They argued that prosecutors failed to say precisely how Bloggs traveled to the murder scene. Though advocates for Bloggs could not produce an alibi for him, they claimed the court's judgment to be absurd if it could not say definitively whether Bloggs took the bus or rode his bike to the scene (or how many seconds late the bus was running).
Lacking evidence or alibis, protesters advanced even stranger arguments to defend Bloggs. The skeptics suggested that if a person could seem to be stabbed by an assailant in all physical respects without actually having been stabbed by an assailant, then there must be some ineffable difference between being physically stabbed by an assailant and actually being stabbed by an assailant. On this basis, they argued that it was unreasonable to convict Bloggs on the basis of physical evidence. The skeptics were elated by the cleverness of the argument, but when asked by a reporter whether the premise of the argument begged the question, the skeptics pretended they hadn't heard the reporter's question.
Overall, protesters said it had been a good day in the Bloggs case, and claimed that their demonstration was evidence that the case against Bloggs was in full retreat, and, indeed, that the practice of relying on physical evidence in court cases would soon be abandoned.
However, skeptics protested against the verdict. Protesters argued that Bloggs was a victim of as-yet-unexplained coincidences. They argued that the victim died of natural (although bizarrely bloody) causes.
Skeptics cited what they called missing evidence in the case. They argued that prosecutors failed to say precisely how Bloggs traveled to the murder scene. Though advocates for Bloggs could not produce an alibi for him, they claimed the court's judgment to be absurd if it could not say definitively whether Bloggs took the bus or rode his bike to the scene (or how many seconds late the bus was running).
Lacking evidence or alibis, protesters advanced even stranger arguments to defend Bloggs. The skeptics suggested that if a person could seem to be stabbed by an assailant in all physical respects without actually having been stabbed by an assailant, then there must be some ineffable difference between being physically stabbed by an assailant and actually being stabbed by an assailant. On this basis, they argued that it was unreasonable to convict Bloggs on the basis of physical evidence. The skeptics were elated by the cleverness of the argument, but when asked by a reporter whether the premise of the argument begged the question, the skeptics pretended they hadn't heard the reporter's question.
Overall, protesters said it had been a good day in the Bloggs case, and claimed that their demonstration was evidence that the case against Bloggs was in full retreat, and, indeed, that the practice of relying on physical evidence in court cases would soon be abandoned.
Labels:
consciousness,
dualism,
intelligent design,
philosophy
Thursday, July 10, 2008
Statistical weight versus gut, aka, more on zombies
Dualists do not a priori believe that consciousness has a physical component.
Imagine living 500 years ago. Peter says the mind is a physical mechanism, Dave says it's not all physical. Now what are Peter's predictions? Peter's predictions are that every cognitive function can be intercepted or corrupted by physical means. Meanwhile, Dave's predictions are that every cognitive functions may or may not be corrupted by physical means.
Centuries pass, and we find that, at every opportunity, Peter's predictions are validated. Dave's theory has not been absolutely ruled out, but it has been ruled out statistically. What are the odds that Dave's dualism is that one rare form of dualism that looks exactly like Peter's physicalism?
Well, the odds are overwhelmingly in favor of Peter. Every experiment that could go Dave's way but doesn't is a factor of two in favor of Peter's theory. Today, one would be guilty of gross fine-tuning (and gap argumentation) to suppose that Dave's theory were likely to be true. Even if Peter had passed only ten tests of physical cognitive function, Dave's theory would still be a million-to-one long shot.
The question is, does the zombie argument impose million(or billion)-to-one statistical argument that can cancel out all of Peter's data for the last five centuries?
No. The premise of the zombie argument is that human zombies are possible, i.e., that physicalism is insufficient to explain qualia. But qualia may not even exist as non-causal elements. Even if our belief favored the existence of non-causal qualia (and mine certainly doesn't), we would not be sure to one part in ten, let alone one part in a million. If we were billion-to-one certain that qualia existed as an non-causal part of the cognitive story, then Dave could happily sustain his debate with Peter. But that's just not the case.
Imagine living 500 years ago. Peter says the mind is a physical mechanism, Dave says it's not all physical. Now what are Peter's predictions? Peter's predictions are that every cognitive function can be intercepted or corrupted by physical means. Meanwhile, Dave's predictions are that every cognitive functions may or may not be corrupted by physical means.
Centuries pass, and we find that, at every opportunity, Peter's predictions are validated. Dave's theory has not been absolutely ruled out, but it has been ruled out statistically. What are the odds that Dave's dualism is that one rare form of dualism that looks exactly like Peter's physicalism?
Well, the odds are overwhelmingly in favor of Peter. Every experiment that could go Dave's way but doesn't is a factor of two in favor of Peter's theory. Today, one would be guilty of gross fine-tuning (and gap argumentation) to suppose that Dave's theory were likely to be true. Even if Peter had passed only ten tests of physical cognitive function, Dave's theory would still be a million-to-one long shot.
The question is, does the zombie argument impose million(or billion)-to-one statistical argument that can cancel out all of Peter's data for the last five centuries?
No. The premise of the zombie argument is that human zombies are possible, i.e., that physicalism is insufficient to explain qualia. But qualia may not even exist as non-causal elements. Even if our belief favored the existence of non-causal qualia (and mine certainly doesn't), we would not be sure to one part in ten, let alone one part in a million. If we were billion-to-one certain that qualia existed as an non-causal part of the cognitive story, then Dave could happily sustain his debate with Peter. But that's just not the case.
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