Category: Philosophy

On the Soul-Eyes of Polar Bears

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I sometimes reference a computational linguistics factoid that appears to be now lost in the mists of early DoD Tipster program research: Chinese linguists only agree on the segmentation of texts into words about 80% of the time. We can find some qualitative agreement on the problematic nature of the task, but the 80% is widely smeared out among the references that I can now find. It should be no real surprise, though, because even English with white-space tokenization resists easy characterization of words versus phrases: “New York” and “New York City” are almost words in themselves, though just given white-space tokenization are also phrases. Phrases lift out with common and distinct usage, however, and become more than the sum of their parts; it would be ridiculously noisy to match a search for “York” against “New York” because no one in the modern world attaches semantic significance to the “York” part of the phrase. It exists as a whole and the nature of the parts has dissolved against this wholism.

John Searle’s Chinese Room argument came up again today. My son was waxing, as he does, in a discussion about mathematics and order, and suggested a poverty of our considerations of the world as being purely and completely natural. He meant in the sense of “materialism” and “naturalism” meaning that there are no mystical or magical elements to the world in a metaphysical sense. I argued that there may nonetheless be something that is different and indescribable by simple naturalistic calculi: there may be qualia. It led, in turn, to a qualification of what is unique about the human experience and hence on to Searle’s Chinese Room.

And what happens in the Chinese Room?… Read the rest

The Unreasonable Success of Reason

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Math and natural philosophy were discovered several times in human history: Classical Greece, Medieval Islam, Renaissance Europe. Arguably, the latter two were strongly influenced by the former, but even so they built additional explanatory frameworks. Moreover, the explosion that arose from Europe became the Enlightenment and the modern edifice of science and technology

So, on the eve of an eclipse that sufficiently darkened the skies of Northern California, it is worth noting the unreasonable success of reason. The gods are not angry. The spirits are not threatening us over a failure to properly propitiate their symbolic requirements. Instead, the mathematics worked predictively and perfectly to explain a wholly natural phenomenon.

But why should the mathematics work so exceptionally well? It could be otherwise, as Eugene Wigner’s marvelous 1960 paper, The Unreasonable Effectiveness of Mathematics in the Natural Sciences, points out:

All the laws of nature are conditional statements which permit a prediction of some future events on the basis of the knowledge of the present, except that some aspects of the present state of the world, in practice the overwhelming majority of the determinants of the present state of the world, are irrelevant from the point of view of the prediction.

…

A possible explanation of the physicist’s use of mathematics to formulate his laws of nature is that he is a somewhat irresponsible person. As a result, when he finds a connection between two quantities which resembles a connection well-known from mathematics, he will jump at the conclusion that the connection is that discussed in mathematics simply because he does not know of any other similar connection.

Galileo’s rocks fall at the same rates but only provided that they are not unduly flat and light.… Read the rest

Teleology, Chapter 5

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Harry spent most of that summer involved in the Santa Fe Sangre de Cristo Church, first with the church summer camp, then with the youth group. He seemed happy and spent the evenings text messaging with his new friends. I was jealous in a way, but refused to let it show too much. Thursdays he was picked up by the church van and went to watch movies in a recreation center somewhere. I looked out one afternoon as the van arrived and could see Sarah’s bright hair shining through the high back window of the van.

Mom explained that they seemed to be evangelical, meaning that they liked to bring as many new worshippers into the religion as possible through outreach and activities. Harry didn’t talk much about his experiences. He was too much in the thick of things to be concerned with my opinions, I think, and snide comments were brushed aside with a beaming smile and a wave. “You just don’t understand,” Harry would dismissively tell me.

I was reading so much that Mom would often demand that I get out of the house on weekend evenings after she had encountered me splayed on the couch straight through lunch and into the shifting evening sunlight passing through the high windows of our thick-walled adobe. I would walk then, often for hours, snaking up the arroyos towards the mountains, then wend my way back down, traipsing through the thick sand until it was past dinner time.

It was during this time period that I read cyberpunk authors and became intrigued with the idea that someday, one day, perhaps computing machines would “wake up” and start to think on their own.… Read the rest

The Sooner We Are All Mongrels, the Better

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E.O. Wilson charges across the is-ought barrier with a zeal undiminished by his advancing years and promotes genetic diversity as a moral good in The Social Conquest of Earth:

Perhaps it is time…to adopt a new ethic of racial and hereditary variation, one that places value on the whole of diversity rather than on the differences composing the diversity. It would give proper measure to our species’ genetic variation as an asset, prized for the adaptability it provides all of us during an increasingly uncertain future. Humanity is strengthened by a broad portfolio of genes that can generate new talents, additional resistance to diseases, and perhaps even new ways of seeing reality. For scientific as well as moral reasons, we should learn to promote human biological diversity for its own sake instead of using it to justify prejudice and conflict.

This follows an analysis of the relative genetic differences between various racial groups of humans, concluding that subsaharan Africa contains the highest genetic diversity among human groups. Yet almost everything in our social and biological history suggests that we have formed social structures specifically to prevent out-breeding and limit the expansion of our genetic pool. This has always been a thorny subject for selfish genetics: why risk pairing your alleles with unknowns guessed at through proximal sexual clues like body symmetry or the quality of giant peacock tails? The risk of outbreeding is apparently lower than the risk of diverse infectious agents according to a common current theory, but we also see culture as overriding even the strongest outbreeding motivation by imposing mating rules based on familial and tribal power struggles. At the worst, we even see inbreeding depression in populations that consolidate power through close marriages (look at the sex-linked defect lineages in European royal families) or through long religious prohibitions on marrying outside of relatively small populations of the faithful.… Read the rest

John Gray on Jonathan Haidt

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Excellent discussion (and review) of Jonathan Haidt’s The Righteous Mind: Why Good People are Divided by Politics and Religion by John Gray in The New Republic. Gray is skeptical of intellectual history but even more skeptical of scientism, or the attempt to apply scientific reasoning to the complexities of human politics. Summing up concerning evolutionary psychology:

Haidt’s attempt to apply evolutionary psychology is yet one more example of the failures of scientism. There is no line of evolutionary development that connects our hominid ancestors with the emergence of the Tea Party. Human beings are not amoebae that have somehow managed to turn themselves into clever primates. They are animals with a history, part of which consists of creating cultures that are widely divergent. Using evolutionary psychology to explain current political conflicts represents local and ephemeral differences as perennial divisions in the human mind. It is hard to think of a more stultifying exercise in intellectual parochialism.

E.O. Wilson, Sam Harris, and David Sloan Wilson undoubtedly also included. The trouble arises in trying to connect the dots in too simple a contour. Haidt’s observations about flavors of moral feelings among liberals and conservatives is interesting and perhaps useful. But, as Gray suggests, it is where this naturalism ignores the cascading complexities of history that trouble arises. And when it tries to crawl onto the shores of policy and normative ethics, Gray takes even greater exception; the is-ought barrier is unassailable.

There are some assumptions by Gray that could use some critiquing. He quotes Haidt’s favorable perspective on utilitarianism and contrasts it with Berlin’s values pluralism. Gray is skeptical that culture war topics like abortion or gay rights can be cast into a utilitarian form and are better entertained through a recognition that a divergent moral landscape is the inevitable product of the complexities that culture hath wrought.… Read the rest

On the Non-Simulation of Human Intelligence

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There is a curious dilemma that pervades much machine learning research. The solutions that we are trying to devise are supposed to minimize behavioral error by formulating the best possible model (or collection of competing models). This is also the assumption of evolutionary optimization, whether natural or artificial: optimality is the key to efficiently outcompeting alternative structures, alternative alleles, and alternative conceptual models. The dilemma is whether such optimality is applicable to the notoriously error prone, conceptual flexible, and inefficient reasoning of people. In other words, is machine learning at all like human learning?

I came across a paper called “Multi-Armed Bandit Bayesian Decision Making” while trying to understand what Ted Dunning is planning to talk about at the Big Data Science Meetup at SGI in Fremont, CA a week from Saturday (I’ll be talking, as well) that has a remarkable admission concerning this point:

Human behaviour is after all heavily influenced by emotions, values, culture and genetics; as agents operating in a decentralised system humans are notoriously bad at coordination. It is this fact that motivates us to develop systems that do coordinate well and that operate outside the realms of emotional biasing. We use Bayesian Probability Theory to build these systems specifically because we regard it as common sense expressed mathematically, or rather `the right thing to do’.

The authors continue on to suggest that therefore such systems should instead be seen as corrective assistants for the limitations of human cognitive processes! Machines can put the rational back into reasoned decision-making. But that is really not what machine learning is used for today. Instead, machine learning is used where human decision-making processes are unavailable due to the physical limitations of including humans “in the loop,” or the scale of the data involved, or the tediousness of the tasks at hand.… Read the rest

Eusociality, Errors, and Behavioral Plasticity

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I encountered an error in E.O. Wilson’s The Social Conquest of Earth where the authors intended to assert an alternative to “kin selection” but instead repeated “multilevel selection,” which is precisely what the authors wanted to draw a distinction with. I am sympathetic, however, if for no other reason than I keep finding errors and issues with my own books and papers.

The critical technical discussion from Nature concerning the topic is available here. As technical discussion, the issues debated are fraught with details like how halictid bees appear to live socially, but are in fact solitary animals that co-exist in tunnel arrangements.

Despite the focus on “spring-loaded traits” as determiners for haplodiploid animals like bees and wasps, the problem of big-brained behavioral plasticity keeps coming up in Wilson’s book. Humanity is a pinnacle because of taming fire, because of the relative levels of energy available in animal flesh versus plant matter, and because of our ability to outrun prey over long distances (yes, our identity emerges from marathon running). But these are solutions that correlate with the rapid growth of our craniums.

So if behavioral plasticity is so very central to who we are, we are faced with an awfully complex problem in trying to simulate that behavior. We can expect that there must be phalanxes of genes involved in setting our developmental path (our nature and the substrate for our nurture). We should, indeed, expect that almost no cognitive capacity is governed by a small set of genes, and that all the relevant genes work in networks through polygeny, epistasis, and related effects (pleiotropy). And we can expect no easy answers as a result, except to assert that AI is exactly as hard as we should have expected, and progress will be inevitably slow in understanding the mind, the brain, and the way we interact.… Read the rest

Mental Religious Math

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The Los Angeles Times reports on an article from Science that shows that analytical thinking and religious belief may be inversely proportional. That may not be news to some, but at least one of the example problems (that the religious failed to complete at higher rates than the non-religious) is quite interesting:

A bat and a ball cost $1.10 in total. The bat costs $1.00 more than the ball. How much does the ball cost?

Here there is an initial intuitive leap that says that $1 more than 10 cents is precisely $1.10. Therefore, the ball costs $0.10 or 10 cents. It is easy and clear, but the math undermines that result:

Bat + Ball = $1.10

Bat = Ball + $1.00

(Ball + $1.00) + Ball = $1.10

2*Ball + $1.00 = $1.10

2*Ball = $0.10

Ball = $0.05

Bat = $1.05

This result makes sense if one considers that the cost of the bat must be greater than $1.00 because it is $1.00 more than the ball (and not $1.00 itself). But it is obscured by the initial intuitive leap based on simple subtraction.

But that example is a pretty hard one to reconcile concerning historical and faith-based judgments. I doubt that there is good reason to suspect that mathematical prowess and intuitive dispositions about the costs of things correlates with faith decisions because I suspect that there are other reasons that the faithful believe what they believe. Specifically, most religious faithful believe because they were told to believe by their parents or community. The fact that they do so doesn’t seem to translate into mathematical prowess or ineptness. They may very well score more poorly on these kinds of results because of other individual differences like that those who are more predisposed to critical analytical skills are less likely to have come from highly religious backgrounds, and vice versa.… Read the rest

The Orchard of Belief

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CherriesOne of the most important impacts of the “new atheists” was to break religious discussion out of its silos. Before their recent rise, it was easy for the sophisticated secularist to laugh at the Pat Robertsons because they seemed absurd caricatures of Christianity in America. It was equally irrelevant to the Catholic theologian what analytical philosophy was up to in worrying over the meaning of meaning. And Muslims largely kept to their mosques. But with the critiques of the new atheism came a new willingness to hold remarkable, frank, and intelligent discussions about religion and modern life.

Take Andrew Sullivan’s article in Newsweek that attacks a range of Christian movements within the US through the critical lens of the Jefferson Bible. Sullivan promotes the sermon-on-the-mount Jesus as a radical guru focused exclusively on love. The surrounding texts and their subsequent grafting onto church doctrines are the source of strife both within Christianity and in its interactions with other peoples down through history.

And so as Andrew Sullivan cherry picks on Jefferson’s intellectual plantation, Gary Cutting of Notre Dame points out that there is not much fruit on the vine in the New York Times:

Read alone, the Sermon on the Mount will either confuse us or merely reinforce the moral prejudices we bring to it.

The moral messaging is just too diffuse for Cutting to be able to render into a ethical road map: Should we try to maximize happiness or focus on individual rights? Is the state the proper vehicle for charity? Is democracy better than totalitarianism? These are all contemporary notions that are beside the point in the orchard of Sullivan’s love.

We can contrast this sparring with Ross Douthat at Slate in his ongoing debate cycle centered on his new book, Bad Religion, that picks at the same line of criticism as Sullivan with regard to some of the current strains of evangelism in America.… Read the rest