Posts tagged ‘learning’

May 31, 2019

Knowledge of nuomena

by Neil Rickert

A comment to my previous post asked an interesting question:

Do you yourself think that the noumenal world (The world “in itself”) is unknowable to humans?

This brings up issues which deserve a full post responding to the question.  In particular, it brings up questions such as:

  • what do we mean by knowledge?
  • what is the relation between the nuomenal world and the wolrd of our experience (the phenomenal world)?

Some background

Let me state, at the outset, that I am not a professional philosopher.  My background is primarily in mathematics and computer science.  So you should take this post as mostly reflecting my personal opinion.  I like to think that opinion is informed by my study of cognition and consciousness.  As best I can tell, nobody else is studying consciousness in quite the same way.

For background on the meaning of “nuomena”, I suggest the Wikipedia article.  Apparently, Plato used the term to refer to his ideal forms.  But, more recently, the term has been used for what Kant described as the thing in itself.  I take that to be a reference to the world undistorted by human ideas and concepts.  I should note that “nuomena” is plural, with “nuomenon” as the corresponding singular.  And I shall use the expression “nuomenal world” for the world of nuomena.

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April 27, 2018

Analysis and synthesis

by Neil Rickert

I’ll start with some definitions, from Dictionary.com:

  • synthesis: the combining of the constituent elements of separate material or abstract entities into a single or unified entity;
  • analysis: the separating of any material or abstract entity into its constituent elements.

In order to carry out a synthesis, you must start with the component parts.  Otherwise there is no way to proceed.

In order to perform analysis, you must start with some sort of methods for separating into parts.

In recent posts, I have been discussing the idea of carving up the world.  That more or less fits the definition of analysis.

My starting assumption, based on what I know about biology, is that an organism starts its life without much knowledge of what exists in the world, but with some innate abilities (methods).  So it would seem that analysis, rather than synthesis, should be the basis of learning how to cope in the world.

An example

As a child, maybe at around 12 years of age, I remember taking my bicycle completely apart.  And then I reassembled it.  That would be an example of analysis, followed by a synthesis.

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April 12, 2018

Sharing concepts with the culture

by Neil Rickert

In my previous post, I discussed carving up the world.  The idea is that we carve the world and give names to some of the parts into which we carve.  Those named parts become the concepts that are part of the true statements we make about the world.

In an earlier post, I indicated that how we carve up the world needs to be a social convention.  And the naming that we use also needs to be a social convention.  That these are social conventions is what allows us to communicate with one another.

In this post, I will be discussing how these social conventions can be established.

The culture

By the culture we mean, roughly speaking, the society and the social practices of people within that society.

We cannot share  things with the culture until there is a culture.  Picture the problem for young child.  She needs to learn how to carve up the world in order to fill her world with details.  So the need to carve up the world starts before the child has much of a world.  In particular, the child needs to start carving up the world before she can become aware that she is part of a society.  In other words, the carving up must begin without access to any carving conventions from the culture.  The child must initiate carving by herself, and not wait until she learns what are the social conventions.

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January 9, 2018

How I became a heretic

by Neil Rickert

It was somewhere around 1988.  For various reasons, I became interested in trying to understand learning.  I already new from my own experience at growing up, that human children can be excellent learners.  And my experience as an educator (university professor) supported this view.

I also knew, as a practicing computer scientist, that machine learning did not work at all well.  The kind of machine learning that worked best was reinforcement learning.  But the difficulty was you had to give a direction to the learning system, and come up with a reward system for the reinforcement.  So it was hard to judge how much of the learning was due to the programmer, rather than to the software.

My starting assumptions

When I started this project, I did not expect to succeed.  I knew it was a difficult problem.  I did better than I had expected.  And that is probably because of my starting assumptions.  However, my starting assumptions were apparently quite different from those of epistemology (the branch of philosophy that studies knowledge).  So I guess my starting assumptions were the start of my philosophical heresy.

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September 1, 2014

The simulation argument

by Neil Rickert

In a recent post over at Scientia Salon

Mark O’Brien asks a question and gives his own answer with:

Could a computer ever be conscious? I think so, at least in principle.

As O’Brien says, people have very different intuitions on this question.  My own intuition disagrees with that of O’Brien.

Assumptions

After a short introduction, O’Brien presents two starting assumptions that he makes, and that he will use to support his intuition on the question.

Empirical assumption 1: I assume naturalism. If your objection to computationalism comes from a belief that you have a supernatural soul anchored to your brain, this discussion is simply not for you.

Personally, I do not assume naturalism.  However, I also do not believe that I have a supernatural soul.  I don’t assume naturalism, because I have never been clear on what such an assumption entails.  I guess it is too much metaphysics for me.

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August 12, 2014

Constrained invention

by Neil Rickert

This will mostly be a copy of what I recently posted in a Yahoo groups discussion.  And, incidentally, Yahoo badly mangled that post (stripped out most of the formatting).

As background, I’ll note that in an earlier Yahoo groups post, I had indicated that I was opposed to the view that perception is passive.  This seemed to puzzle some participants in the discussion.  So my post — the one I am quoting — was intended to explain what I mean when I say that perception is active.

The quoted post

You guys need to get out more. You are trapped in a world of logic, and unable to think outside that box.

You both seem committed to God’s eye view thinking, though you may be in denial over that. So you see perception as a system to report to you what is seen by the hypothetical God. But how could that ever work?

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July 17, 2014

More on my disagreement with analytic philosophy

by Neil Rickert

In a post earlier today at his new site, Massimo Pigliucci compares analytic philosophy with continental philosophy:

I found it an interesting post, and I suggest you read it.  Most of the philosophy that I have read has been in the analytic tradition, so I did learn something about continental philosophy.

The starting point

By way of distinguishing between the two traditions, Pigliucci describes analytic philosophy this way:

Analytic philosophy refers to a style of doing philosophy characteristic of the contemporary British empiricists, like G.E. Moore and Bertrand Russell, with an emphasis on argument, logical analysis, and language, and it is what one finds practiced in many (though by no means all) philosophy departments in the United States and the UK. Michael Dummett [2] famously said that the “characteristic tenet [of analytic philosophy] is that the philosophy of language is the foundation for all the rest of philosophy … [that] the goal of philosophy is the analysis of the structure of thought [and that] the only proper method for analysing thought consists in the analysis of language.”

And, right there, you see where I disagree.  The analytic tradition starts with language, and wants to make that the foundation for all philosophy.  I want to start far earlier.

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June 9, 2014

The nature of knowedge — a personal perspective

by Neil Rickert

In my previous post, I wrote

When I read John’s statement (either version), as quoted above, I see John mentioning the nature of knowledge as an important topic.  I’ve read a lot of epistmology (the subfield of philosophy that deals with knowledge).  In all honesty,  I have not learned anything at all about the nature of knowledge from that reading.

Here, I want to talk informally about what I take to be the nature of knowledge.

To me, knowledge is closely connected with learning.  I see knowledge is the result of learning.  I guess that makes me an empiricist, at least in the broad sense of the term.

At around 10 years of age, while walking home from elementary school, I wondered about knowledge.  In particular, I wondered if knowledge could be just those natural language statements such as we learn in school.  But, as I pondered that, it seemed impossible.  It seemed to me that there was nothing in those sentences that said how our language sentences connect with the world.

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March 28, 2014

Direct vs. representational perception — the discussion

by Neil Rickert

In prior posts (here and here), I have illustrated representational methods and direct methods.  The illustrations were from science, because that is more public so easier to demonstrate the contrast.  I believe that they illustrate well enough, the distinction between direct and indirect perception.  Both aim to provide the same sort of information about the world.  The method is different, though perhaps the differences are small enough to be confusing.

The primary distinction here is that direct perception is simpler and more direct, and does not rely on computation or inference.  This is why I see direct perception as more likely to be what has evolved, and thus a more likely candidate for explaining human perception.

Double categorization

One way of seeing the distinction is to look at it in terms of categorization.  Here, I use “categorization” to refer to the dividing up of the world into parts (or categories).  This comes from the old idea (from Plato?) of carving the world at its seams, though the seams might actually be man-made.

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July 23, 2013

AI Skepticism

by Neil Rickert

I am sometimes asked to explain why I am skeptical about the possibility of AI (artificial intelligence).  In this post, I shall discuss where I see the problems.  I sometimes express my skepticism by way of expressing doubt about computationalism, the view of mind that is summed up with the slogan “cognition is computation.”

Terminology

I’ll start by clarifying what I mean by AI.

Suppose that we could give a complete map or specification of a person, listing all of the atoms in that person’s body, and listing their exact arrangement.  Then, armed with that map, we set about creating an exact replica.  Would the result of that be a living, thinking person?  My personal opinion is that it would, indeed, be a living thinking person, a created twin or clone of the original person that was  mapped.

Let’s use the term “synthetic person” for an entity constructed in that way.  It is synthetic because we have put it together (synthesized it) from parts.  You could summarize my view as saying that a synthetic person is possible in principle, though it would be extremely difficult in practice.

To build a synthetic person, we would not need to know how it functions.  Simply copying a real biological person would do the trick.  However, if we wanted to create some sort of “person” with perhaps different materials and without it being an exact copy, then we would need to understand the principles on which it operates.  We can use the term “artificial person” for an entity so constructed.

My own opinion is that an artificial person is possible in principle, but would be very difficult to produce in practice.  And to be clear, I am saying that even if we have full knowledge of all of the principles, we would still find it very difficult to construct such an artificial person.

As I shall use the term in this post, an artificial intelligence, or an AI, is an artificial person built primarily using computation.  In the usual version, there are peripheral sensors (input devices) and effectors (output devices), but most of the work is done by a central computer so can be said to be computation.

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