Showing posts with label Chomsky-Noam. Show all posts
Showing posts with label Chomsky-Noam. Show all posts

Friday, 7 October 2016

Chomsky / Surfaces and Essences

This post compares Noam Chomsky's Linguistics to the ideas put forward in "Surfaces and Essences" - S&E- by Hofstadter and Salter. A good introduction to Chomsky's theories can be obtained in:


For anyone new to Chomsky, I suggest that you read S&E first. While Chomsky is confident that analogies (the core of S&E) are irrelevant to the study of linguistics, anyone familiar with S&E will find themselves shouting at Chomsky's video.

THE INNATE CAPACITY OF LANGUAGE

It seems to me that Chomsky's theory harks back to an era when theories of computation were in vogue, especially at Chomsky's home base, MIT. His linguistic theory (Universal Grammar) is closely analogous (oops) to fledgling formalism behind the new computer languages being developed in the 1950's. His core assumptions seem to be:

  1. Language is an innate capacity of humans;
  2. Language is computational in its essence. It is a computational process carried out by the brain.
  3. Linguistics, as conceived by Chomsky, is a search for "the" fundamental "algorithm" behind language. The video mentioned above gives a taste of the formalism invented by Chomsky to "parse" speech in a way that supposedly doesn't depend on the language being used.
The "innate" capacity is distinguished from 
  1. The perceptual systems that deliver stimulus to the brain - sounds or sights - that are the raw material to for language input and 
  2. The physical mechanism of speech
  3. Any particular language. Chomsky maintains that a baby starts to distinguish the unique features of his parent's language very early - possibly in the womb, but that any baby can learn any particular language.
Chomsky has had over 1/2 a century to flesh out these ideas, to defend them and turn them into something useful - a basis for a "Scientific" theory. The above presentation leads me to believe that he hit a dead end.years ago.

One positive aspect of Chomsky's approach is that he freely admits that there is a lot more going on in the mind besides language. One misses this kind of humility in S&E.

EVOLUTION

Whenever anybody invokes evolution to support or explain any aspect of his theory, red flags should go up. Chomsky is no exception. He prefaces his ideas on evolution by dismissing the public's "pop" idea of how evolution works, but it's hard to see how his own ideas differ. He still seems to be wedded to the idea that any aspect of an organism (phenotype) must be explained in terms of an adaptation beneficial for survival. This backs him into a corner where he feels that he must account for his (hypothetical) unique language capability in terms of what amounts to "pop" evolutionary theory. By his own (apparently unnecessary assumption), this capability must have popped into existence suddenly, "out of the blue" and not through the assembly of gradually-acquired mutations (such as increased area of the cerebral cortex).

One of Chomsky's key claims is the insistence that language is unique to humans, without parallel or precedent in the animal kingdom. Another related (but strangely irrelevant) claim is that language is the necessary and sufficient evidence of abstract thought. Thus, for example, he assumes that archaeological evidence of symbol making are evidence of language. This forces him into making silly statements such as his claim that dogs can't have ideas or make generalizations. This is only true if you define ideas and generalizations as language, which is preposterous.

He claims (needlessly) that the innate capability of language appeared recently and suddenly in evolutionary history, possibly by a single mutation. Obviously, language would be not much use to the single person who had this mutation. Of course, a mutation will quickly spread through a population, even if its "survival advantage" is neutral. If you think carefully about this, the argument that this capability appeared "suddenly" becomes meaningless. Any mutation can spread through a population after appearing only once (red hair for example). "Selection" will operate against the mutation only if it's harmful. Chomsky introduces evolution to "sound scientific". It's irrelevant to his theory.

The frog's eye generalizes what is perceived and sends a signal that amounts to "food" or "danger" to the frog's brain. That's analogy making. S&E is founded on analogy and has no need for anything to pop into existence suddenly with humans. Human analogy making can be "explained" by gradual improvement in the ability to make good analogies (the "Essence" in "Surfaces and Essences), which could very plausibly be associated with growth of the amount of grey matter devoted to analogy making throughout the brain.  Chomsky has no idea what the language "capability" is working with (certainly not analogy), so his theory is built on a huge, sudden, mysterious mutation. This isn't much different from a "Gift from God".

ACQUISITION OF LANGUAGE

Chomsky has been roundly criticized by his failure to account for the way real humans acquire language, yet he admits that any linguistic theory must fully account for how linguistic ability develops in humans. Listening to Chomsky, one gets the idea that it's been a long time since he's had a conversation with a two-year-old. S&E claims that children learn language by analogy - copying speech patterns and learning the situations where these speech patterns are appropriate, then (automatically and somewhat mysteriously) developing vast stores of analogy that allow them to use the same or similar noises to apply to "similar" situations. This makes a lot of sense and agrees with what we see in actual children. Chomsky's theories about how children learn syntax, especially how they form sentences into words, seems like a wishful fable in comparison.

REDUCTIONISM

Reductionism is still at the basis of so much "scientific" thinking that it's hard to spot in Chomsky's thinking. However, it's clear that his project is to reduce language to something simple and almost "atomic". In fact, he uses the example of chemistry, which was initially a project to simplify the principles and identify the underlying "rules". The idea that all phenomena can be "reduced" to effects that emerge from the actions of simpler, more fundamental systems has been discredited in the 21st century. We no longer see the need to "boil down" brain capabilities to "computations" in a meat computer between our ears. They can be studied on their own. There is nothing stopping us for explaining or describing these capabilities in terms of more fundamental processes in the brain, but we need not assume that such explanation is possible "in principle".

Chomsky is clearly in awe of the "hard sciences" and hopes that linguistics will evolve in that direction. However, he admits that that is not actually happening. In fact, the attempt is falling apart, partly due to its premature efforts to find formal "laws" that simplify the staggering quantity of data it tries to "explain". Linguistics is more complicated than the phenomenon it tries to explain/

One suspects that perceptions and analogies are the very "atoms" Chomsky is looking for to form a foundation for a theory of linguistics. But it's too late. He's explicitly rejected this option and clings to his theory that, by his own admission, is built on mysterious interfaces between language and the real world.

APPLICATIONS

To my mind, the biggest difference between S&E and Chomsky's theories is in the area of application. One cannot read S&E without gaining a whole new insight on language and the workings of the human mind. Applications abound, from teaching children in Kindergarten to analyzing the bad ideas that cause wars. There is no hint of application if Chomsky's linguistics in the video mentioned above, nor have I ever heard mention of a practical application. Failure to apply in the case of children has been noted.

I'm also reminded of a conversation I had with a young lady studying linguistics in University. She was totally unable to explain what her subject was about. This echos the situation with students studying philosophy or string theory. These are all subjects "about" themselves.

CONCLUSION

There is some value in going over Chomsky's breakdown of the problems involved to see how S&E solves them. For example, S&E provides a seamless transition between perception and language. It provides a similarly seamless transition between non-human "thinking" and human thinking. Chomsky is mystified by the problem of "free will", which boils down to extending our idea of thinking to cover action. This seems to pose no problem in S&E but is a huge problem for Chomsky, who regards the idea that thought and action are the same kind of thing as a throwback to behaviorism.  In fact, Chomsky himself has a very hard problem with categories and analogies even though he can't seem to talk for five minutes without supporting his own projects by means of analogy.

S&E would seem to sweep Chomsky linguistics aside. Whether or not S&E is "true" in detail, it is clearly a more useful and productive way to think about language. Chomsky's linguistics is already under attack for reasons that have nothing to do with S&E (it simply doesn't work), but S&E deals many of the mysteries and unsolved problems of S&E. To my mind, there is not much left of interest.

It should be remembered that both S&E and linguistics leave aside the realm of human thought that is not connected to language. Generally speaking, all the capacities associated with the "self" are presumably inbuilt capacities of the brain which remain intact even if speech capabilities are lost (for example, by a brain lesion in the left brain). While study of language teaches a lot about the human mind, it's not the whole story.

Chomsky / Surfaces and Essences

This post compares Noam Chomsky's Linguistics to the ideas put forward in "Surfaces and Essences" - S&E- by Hofstadter and Salter. A good introduction to Chomsky's theories can be obtained in:


For anyone new to Chomsky, I suggest that you read S&E first. While Chomsky is confident that analogies (the core of S&E) are irrelevant to the study of linguistics, anyone familiar with S&E will find themselves shouting at Chomsky's video.

THE INNATE CAPACITY OF LANGUAGE

It seems to me that Chomsky's theory harks back to an era when theories of computation were in vogue, especially at Chomsky's home base, MIT. His linguistic theory (Universal Grammar) is closely analogous (oops) to fledgling formalism behind the new computer languages being developed in the 1950's. His core assumptions seem to be:

  1. Language is an innate capacity of humans;
  2. Language is computational in its essence. It is a computational process carried out by the brain.
  3. Linguistics, as conceived by Chomsky, is a search for "the" fundamental "algorithm" behind language. The video mentioned above gives a taste of the formalism invented by Chomsky to "parse" speech in a way that supposedly doesn't depend on the language being used.
The "innate" capacity is distinguished from 
  1. The perceptual systems that deliver stimulus to the brain - sounds or sights - that are the raw material to for language input and 
  2. The physical mechanism of speech
  3. Any particular language. Chomsky maintains that a baby starts to distinguish the unique features of his parent's language very early - possibly in the womb, but that any baby can learn any particular language.
Chomsky has had over 1/2 a century to flesh out these ideas, to defend them and turn them into something useful - a basis for a "Scientific" theory. The above presentation leads me to believe that he hit a dead end.years ago.

One positive aspect of Chomsky's approach is that he freely admits that there is a lot more going on in the mind besides language. One misses this kind of humility in S&E.

EVOLUTION

Whenever anybody invokes evolution to support or explain any aspect of his theory, red flags should go up. Chomsky is no exception. He prefaces his ideas on evolution by dismissing the public's "pop" idea of how evolution works, but it's hard to see how his own ideas differ. He still seems to be wedded to the idea that any aspect of an organism (phenotype) must be explained in terms of an adaptation beneficial for survival. This backs him into a corner where he feels that he must account for his (hypothetical) unique language capability in terms of what amounts to "pop" evolutionary theory. By his own (apparently unnecessary assumption), this capability must have popped into existence suddenly, "out of the blue" and not through the assembly of gradually-acquired mutations (such as increased area of the cerebral cortex).

One of Chomsky's key claims is the insistence that language is unique to humans, without parallel or precedent in the animal kingdom. Another related (but strangely irrelevant) claim is that language is the necessary and sufficient evidence of abstract thought. Thus, for example, he assumes that archaeological evidence of symbol making are evidence of language. This forces him into making silly statements such as his claim that dogs can't have ideas or make generalizations. This is only true if you define ideas and generalizations as language, which is preposterous.

He claims (needlessly) that the innate capability of language appeared recently and suddenly in evolutionary history, possibly by a single mutation. Obviously, language would be not much use to the single person who had this mutation. Of course, a mutation will quickly spread through a population, even if its "survival advantage" is neutral. If you think carefully about this, the argument that this capability appeared "suddenly" becomes meaningless. Any mutation can spread through a population after appearing only once (red hair for example). "Selection" will operate against the mutation only if it's harmful. Chomsky introduces evolution to "sound scientific". It's irrelevant to his theory.

The frog's eye generalizes what is perceived and sends a signal that amounts to "food" or "danger" to the frog's brain. That's analogy making. S&E is founded on analogy and has no need for anything to pop into existence suddenly with humans. Human analogy making can be "explained" by gradual improvement in the ability to make good analogies (the "Essence" in "Surfaces and Essences), which could very plausibly be associated with growth of the amount of grey matter devoted to analogy making throughout the brain.  Chomsky has no idea what the language "capability" is working with (certainly not analogy), so his theory is built on a huge, sudden, mysterious mutation. This isn't much different from a "Gift from God".

ACQUISITION OF LANGUAGE

Chomsky has been roundly criticized by his failure to account for the way real humans acquire language, yet he admits that any linguistic theory must fully account for how linguistic ability develops in humans. Listening to Chomsky, one gets the idea that it's been a long time since he's had a conversation with a two-year-old. S&E claims that children learn language by analogy - copying speech patterns and learning the situations where these speech patterns are appropriate, then (automatically and somewhat mysteriously) developing vast stores of analogy that allow them to use the same or similar noises to apply to "similar" situations. This makes a lot of sense and agrees with what we see in actual children. Chomsky's theories about how children learn syntax, especially how they form sentences into words, seems like a wishful fable in comparison.

REDUCTIONISM

Reductionism is still at the basis of so much "scientific" thinking that it's hard to spot in Chomsky's thinking. However, it's clear that his project is to reduce language to something simple and almost "atomic". In fact, he uses the example of chemistry, which was initially a project to simplify the principles and identify the underlying "rules". The idea that all phenomena can be "reduced" to effects that emerge from the actions of simpler, more fundamental systems has been discredited in the 21st century. We no longer see the need to "boil down" brain capabilities to "computations" in a meat computer between our ears. They can be studied on their own. There is nothing stopping us for explaining or describing these capabilities in terms of more fundamental processes in the brain, but we need not assume that such explanation is possible "in principle".

Chomsky is clearly in awe of the "hard sciences" and hopes that linguistics will evolve in that direction. However, he admits that that is not actually happening. In fact, the attempt is falling apart, partly due to its premature efforts to find formal "laws" that simplify the staggering quantity of data it tries to "explain". Linguistics is more complicated than the phenomenon it tries to explain/

One suspects that perceptions and analogies are the very "atoms" Chomsky is looking for to form a foundation for a theory of linguistics. But it's too late. He's explicitly rejected this option and clings to his theory that, by his own admission, is built on mysterious interfaces between language and the real world.

MATH ENVY

Chomsky's attempt at formalizing the "algorithm" at the heart of language capability fails at the very outset when he confuses the idea of a "set" with "category". As S&E so clearly demonstrates, the categories appearing in language are fuzzy, overlapping and sometimes surprisingly arbitrary. But  in the presentation (above) Chomsky explicitly says that any object cannot belong to two categories. Chomsky's categories can't overlap. Chomsky explicitly relates his ideas to those of Plato, which assume "pure" categories, like a "real" circle in the mind when an imperfect circle is perceived in the real world. It is not surprising to find Chomsky repeatedly stumbling into referring to "real" categories out there in the world. A "thing" belongs to a "real" category - language simply manipulates "real" categories. Language doesn't consist of forming categories on the fly by means of analogy. All this is clearly wrong and results from the hidden analogy between the brain and a machine. Computers actually do rely on crisp, clear categories like those imagined by Chomsky.

APPLICATIONS

To my mind, the biggest difference between S&E and Chomsky's theories is in the area of application. One cannot read S&E without gaining a whole new insight on language and the workings of the human mind. Applications abound, from teaching children in Kindergarten to analyzing the bad ideas that cause wars. There is no hint of application if Chomsky's linguistics in the video mentioned above, nor have I ever heard mention of a practical application. Failure to apply in the case of children has been noted.

I'm also reminded of a conversation I had with a young lady studying linguistics in University. She was totally unable to explain what her subject was about. This echos the situation with students studying philosophy or string theory. These are all subjects "about" themselves.

CONCLUSION

There is some value in going over Chomsky's breakdown of the problems involved to see how S&E solves them. For example, S&E provides a seamless transition between perception and language. It provides a similarly seamless transition between non-human "thinking" and human thinking. Chomsky is mystified by the problem of "free will", which boils down to extending our idea of thinking to cover action. This seems to pose no problem in S&E but is a huge problem for Chomsky, who regards the idea that thought and action are the same kind of thing as a throwback to behaviorism.  In fact, Chomsky himself has a very hard problem with categories and analogies even though he can't seem to talk for five minutes without supporting his own projects by means of analogy.

S&E would seem to sweep Chomsky linguistics aside. Whether or not S&E is "true" in detail, it is clearly a more useful and productive way to think about language. Chomsky's linguistics is already under attack for reasons that have nothing to do with S&E (it simply doesn't work), but S&E deals many of the mysteries and unsolved problems of S&E. To my mind, there is not much left of interest.

It should be remembered that both S&E and linguistics leave aside the realm of human thought that is not connected to language. Generally speaking, all the capacities associated with the "self" are presumably inbuilt capacities of the brain which remain intact even if speech capabilities are lost (for example, by a brain lesion in the left brain). While study of language teaches a lot about the human mind, it's not the whole story.

Thursday, 27 August 2015

Thoughts on Assimilation August 27, 2015

The original idea behind this blog (Dragon Theory) is that there is a dangerous tendency for human beings to be assimilated into machines, giving up their essentially human nature to serve the nature of the machine. By "machine", I mean a system that operates by impersonal inflexible rules, in contrast to the chaotic, creative behaviour of real human beings. We use "machine" in this way when we talk about an army as a "war machine".

I still love this idea. Like all good ideas, it raises more questions than it answers. Today, I'll consider some of these questions. In some cases, the questions are more interesting than the original thesis, which is a good thing. I have always thought that progress results from asking impertinent questions rather than from the answers we discover.

The theme of a recent issue of Scientific American (August, 2015) is "How we conquered the planet". Curtis W. Marean puts forward the thesis that the key to our world-conquering success is our ability to cooperate, especially on large scales, with individuals who are unrelated. Like any good thesis, it raises more questions than it answers--many of the same questions raised by "Dragon Theory".

Exactly what is meant by "cooperation"? Several threads of cooperation come to mind and all of them promote "assimilation" - surrender of individual human nature to an artificially created entity.
  • Trade. There is plenty of evidence that humans are traders by nature, quite willing to barter with strange humans rather than simply stealing what they want. Trade is the mother of "economy" -- a slippery slope leading to the idea of money. The more a person depends on trade the more a person becomes defined by economic principals. A person becomes poor when he measures himself by the degree to which he participates and relies upon the money economy and that participation is slight (the famously large part of the human race that lives on less than a dollar a day).
  • Conquest, loot and pillage. A very popular form of human cooperation which is made possible when individuals think and act as members of a gang or army. The degree of coherence and assimilation often determines the "success" of the conquering hoard. In many cases, it defeats enemies who are "weak" only because they are less organized, less assimilated. The Mongol "hoards" are my favourite example of a "war machine", which assimilated most of the civilized world by means of a very short list of operating rules - laws which explicitly overrule such human qualities such as mercy, fallibility and judgement. 
There are obviously many other forms of assimilation that humans are good at (religion comes to mind), but I will pass over these to focus on one that has, until today, escaped my notice: language.

It seems that language is the key to the unique degree of cooperation that Marean talks about. Today, I started to wonder if, by learning a language, we automatically become assimilated into something that has a life of its own. This is an idea that is hard to discuss using language itself, like fish discovering water. Do we surrender something of ourselves by learning to describe our experience in the same way as those around us? Without realizing it, do we learn to ignore every aspect of our experience that cannot be communicated and discussed with those around us who speak the same language?

Western philosophers assume that all truth is accessible to language. There are notable exceptions. Wittgenstein claimed that what cannot be said must be passed over in silence. Of course, we can't say just what is passed over. But we can ask if the same things will be passed over by speakers of different languages and whether there are important things that will be passed over by any speaker of any language.

I have been a computer programmer since there were computer programmers, I have seen the evolution of computer languages over half a century. "Languages" like FORTRAN and COBOL barely deserve the name of language. Modern languages, like Java, make it possible to express ideas that could never be expressed in COBOL or FORTRAN - ideas that are, in many cases, very difficult to express in "human" languages. For me, it's quite natural to see that language defines a world of ideas that can be expressed and also a (presumably larger) world of ideas that cannot be expressed. Moreover, as a follower of Zen and Tao, I'm quite aware that the world is larger than the world of human ideas, whether these ideas can be expressed in language or not.

Returning to the issue of assimilation, is language the necessary mechanism of all assimilation? Noam Chomsky famously claims that the ability to form ideas that can be communicated linguistically is an innate quality of the human brain. Does this mean that we are "hard wired" to be assimilated?

Human languages are famously sloppy, fuzzy and ambiguous. Computer languages are none of these things. The use of "language" to describe both systems is an analogy only, but the language of Mathematics is closer to the computer side of the analogy than the human side. What is more, hardly any scientific knowledge is respectable these days unless it can be mathematically described. 

Again, we are faced with the problem of a fish discovering water. It seems that we are totally immersed in a world that is described (or lied about) exclusively in language. If, for the moment, we imagine a world outside of that world of language, we come to understand what we mean by being assimilated by language.
In the current historical moment in the United States, the emptying out of language is nourished by the assault on the civic imagination. One example of this can be found in the rise of Donald Trump on the political scene. Trump’s popular appeal speaks to not just the boldness of what he says and the shock it provokes, but the inability to respond to shock with informed judgment rather than titillation. Marie Luise Knott is right in noting, “We live our lives with the help of the concepts we form of the world. They enable an author to make the transition from shock to observation to finally creating space for action - for writing and speaking. Just as laws guarantee a public space for political action, conceptual thought ensures the existence of the four walls within which judgment operates.” The concepts that now guide our understanding of US society are dominated by a corporate-induced linguistic and authoritarian model that brings ruin to language, politics and democracy itself.
- Truth Dig

What would be the alternative? How does the fish walk up on the beach? One hint is the idea of aesthetics. Anyone who appreciates art understands the futility of describing its meaning with words. Yet there is meaning. To the Western mind, a "philosophy" is something constructed out of words. This includes Western religions, such as Christianity, whose "theology" rests firmly on centuries of arcane interpretations of ancient stories. Other traditions, especially Tao and Zen, specifically eschew words and even human ideas in general to promote an aesthetic -- a way experiencing the world wordlessly.

This points to a way of escaping assimilation (at least this type of assimilation), which is to cultivate aesthetic sense. This is to value our direct experience of the world and to be skeptical of attempts to draw us into the herd by means of language. We need to be skeptical of "reasons why", interpretation, valuation, analysis and synthesis. Actually this isn't such a huge leap. We have just been sold the idea that things are not "real" or "important" unless they can be boiled down to language. Most of us understand quite clearly that this is wrong but (of course!) we have problems saying just why this is. 

Perhaps the world we "pass over in silence" is the important one. Perhaps it is where we can discover who we really are.

Note to self: comment on "Monkey Sphere and Echo Chamber"