First, a couple general considerations:
How far are you in the book? If you're stuck in Part II, I would recommend skipping to its last section. In my opinion, for somebody just starting out with his philosophy, the rest of that part simply isn't insightful enough to justify how difficult it is to read. Save it for later, if at all.
Remember that he wrote it over 200 years ago. You'll have to spend a lot of time getting fluent in his idiosyncratic 18th century English to really get what he's saying. I find that sort of thing interesting, so it was actually a bonus for me. But if it would only be an obstacle for you, and you have a sufficiently high time preference for this kind of thing, you might be better off sticking to something that uses more familiar language.
Now, I want to say something about his philosophy.
He used a rare method that I call "first-person epistemology" (FPE). He didn't start out from the usual premise: that he was but one mind in a physical universe. No, he began much deeper: from nothing but the immediately given. His world was simply a sequence of sensatons. For example, he didn't directly apprehend 3D space. His senses conveyed only a sequence of 2D images on his visual field. If the term "3D space" is to mean anything, we must define it as referring to a particular kind of sequence of those 2D images. Our belief in 3D space pays rent by helping us predict what 2D image we'll experience in what situation (perhaps among other things).
I think that this method (FPE) is extremely important, but nobody ever seems to employ it. I've only seen two people: him and Berkeley. Perhaps there have been others. I'm still looking. Based on some bio I read a while ago, Carnap seemed to fit the bill, but I don't really know. I haven't tried him yet. I can't read German, and I hate reading translations. They usually suck. Anyway, I said that nobody seems to do Hume any justice. I'm not prepared to substantiate this, but I think that at least part of that is because they don't understand his method (FPE). Nobody seems to get FPE, even though it seems totally obvious to me.
I think that the real progress to be made in AI is in understanding how our own consciousness works. If we can understand our own action, we can build an actor. Maybe even a better one. But how could we do that? I think that FPE is the way to go, and Hume did it best. Human Nature (or at least Book I and some of the parts of Books II and III) is an excellent monograph on how our consciousness works. But what do I know? I'm not well-read in AI. Perhaps they all employ FPE like it's nothing, and they're all well past Hume's stuff. No idea. Maybe you could let me know? Any idea?
Anyway, a few more things:
If you're having trouble with a section, I might be able to help. I generally know what he's talking about, and I can usually translate his points into more modern wording.
I think that he's extremely important, and I think that his treatise is his best work. He's tied with Mises as my favorite writer, and his treatise is tied with Human Action as my favorite book. I don't have any authority around here, but perhaps this means something to you.
If I wanted to be cocky, I would say that you probably wouldn't get anything important from Hume that you wouldn't get better and easier from my future posts anyway. I intend to try to convey a lot of important stuff to this community, and Hume is one of my two biggest influences.
But enough of all that stuff. Let's get to the real question. What are your goals? Why do you think that you would be better off reading what you mentioned instead of Hume? What would they have that Hume wouldn't? What exactly are you trying to accomplish by reading this stuff? After all, where to turn always comes down to where you're trying to go. I can't have an opinion on whether you're wrong until you tell me what you're attempting to do.
I'm not well-read in AI. Perhaps they all employ FPE like it's nothing.
Certainly not the writings in AI discussed on LW. Probably not any other writings either.
Hume was skeptical of induction and causality. Descartes began his philosophy by doubting everything. Both thought we may be in great error about the external world. But neither could bring themselves to seriously doubt the contents of their own subjective conscious experience.
Philosophers and non-philosophers alike often say: "I may not know whether that is really a yellow banana before me, but surely I know the character of my visual experience of a yellow banana! I may not know whether I really just dropped a barbell on my toe, but surely I know the subjective character of my pain experience, right?"
In this article I hope to persuade you that yes, you can be wrong about the subjective quality of your own conscious experience. In fact, such errors are common.
Human echolocation
Thomas Nagel famously said that we cannot imagine the subjective experience of bat sonar:
Hold up a book in front of your face at arm's length, close your eyes, and say something loudly. Can you hear the emptiness of the space in front of you? Close your eyes again, hold the book directly in front of your face, and say the book's name again. Can you now hear that the book is closer?
I'll bet you can, and thus you may be more bat-like than Nagel seems to think is possible, and more bat-like than you have previously thought. When I discovered this, I realized that not only had I been wrong about my perceptual capabilities, I had also been ignorant of the daily content of my subjective auditory experience.
Blind people can be especially good at using echolocation to navigate the world. Just like bats and dolphins and whales (but less accurately), humans can make sounds and then hear how nearby objects reflect and modify those sounds. People with normal vision can also be trained to echolocate to some degree with training, for example detecting the location of walls while blindfolded.2 After some practice, blindfolded people can use sound to distinguish objects of different shapes and textures (at a rate significantly better than chance).3
You can try this yourself. Get a friend to blindfold you and then move their hand to one of four quadrants of space in front of your face. Try hissing or talking loudly and see if you can tell something about where your friend's hand is. Have your friend move their hand to another quadrant, and try again. Do this a few dozen times. I suspect you will find that after a while you'll do better than chance at locating the quadrant your friend's hand is in, and you may be able to tell something about its distance as well. If so, you are echolocating. You are having an auditory experience of the physical location of an object - something you may not have realized that you can do, something you probably have been doing your whole life without much realizing it.
Alternatively, have a friend blindfold you and place you some unspecified distance from a wall. Step toward the wall a few inches at a time, speaking loudly, and stop when the wall is directly in front of you. Most people find they can do this quite reliably. But of course you can't see or touch the wall, and the wall is making no sound of its own. You are echolocating.
One final test to prove it to yourself, this one relevant to shape and texture. Close your eyes, repeat some syllable, and have a friend hold one of three objects in front of your face: a book, a wadded-up T-shirt, and a mixing bowl. I think you'll find that you can distinguish between these three silent objects better than chance, and that the book will sound solid, the T-shirt will sound soft, and the mixing bowl will sound hollow. You are echolocating shape and texture.
Does a coin look circular?
Set a coin on a desk or table three feet in front of you. Is its shape circular or elliptical?
One popular view is to say that we perceive the coin in two aspects. In one aspect, we perceive the raw sense data from our visual plane, which shows the coin as being elliptical (because one end of it is stretching away from us). In another aspect, we perceive it as circular because our minds have an intuitive physics about the shape permanence of solid objects. Perhaps our minds 'flip' between seeing the coin from the two aspects - a kind of 'Gestalt shift' - just as it flips between seeing a rabbit and a duck in Wittgenstein's famous duck-rabbit drawing.
Schwitzgebel (2011) reports his own confusion:
The character of our subjective experience of shape at varying angles and distances is widely debated by philosophers and psychologists,4 lending some support to the claim that we are unsure of it.
What is the character of an imagined scene?
Close your eyes and picture the front of your house or apartment building from the street.
Presumably, you know that you experience an image, and you know some aspects of its content (that it is a house, from a certain angle). But what else do you know? Schwitzgebel questions:
When questioned in this way, most people quickly become uncertain about the character of their own subjective conscious experience.
Do you dream in color?
Most people, when asked, are fairly confident of their answer. But the answer given (in questionnaires or after awakened during REM sleep) has varied widely throughout history and between persons.6 Pre-scientific authors tended to assume they dreamed in color, while studies in the first half of the 20th century found very few people who reported dreaming in color. In the 1960s, this consensus was overturned, and recent studies show that today, more than 80% of people report that they dream in color. But there are also certain populations that overwhelming report dreaming in black and white.
Is there something in our genes or in the air that decides whether or not we dream in color, or are we confused about our own subjective experience?
Schwitzgebel reviews the arguments back and forth, but none give a clear answer. And unfortunately, there remains much disagreement about the neurology of color experience.7
Is experience persistent?
Schwitzgebel asks:
These are difficult questions, and both experts and laymen disagree as to their answers.8
Sound and vision biases
Have you noticed that you perceive vertical distance as greater when you are looking down than when you are looking up? Well, you do.9
Have you noticed that you perceive changes in 'approaching' sounds as being greater than equivalent changes in 'receding' sounds? Have you noticed that you perceived 'approaching' sounds as occurring more near to you than 'receding' sounds? You do.10
Conclusion
As many people who practices meditation seriously can tell you, the subjective contents of conscious experience are often surprising and uncertain. We can be wrong about our own subjective conscious experiences. Thus, they cannot serve as a bedrock for certainty and a priori truth. (At least, minimally complex subjective conscious experiences cannot.)
It seems that all we can do is exercise some naturalized epistemology: "reflecting on your mind's degree of trustworthiness, using your current mind as opposed to something else." Luckily, the brain is the lens that sees its flaws, as demonstrated by surprising studies in human echolocation, the color of dreams, and more.
Notes
1 Nagel (1974).
2 Supa et al. (1944); Ammons et al. (1953); Roseblum et al. (2000).
3 Hausfeld et al. (1982); Rosenblum & Robert (2007); Gordon & Rosenblum (2004).
4 Schwitzgebel (2011), chapter 2. Note that I also interviewed the author here. This post is basically a summary of a few sections of Schwitzgebel's book.
5 Schwitzgebel (2011), chapter 3.
6 Schwitzgebel (2011) reports that most people he ask about dreaming in color are fairly confident of their answer. Also see his Table 1.1, which summarizes the results of 21 studies on the reported color of dreams, some of which include confidence measures. Chapter 1 contains a summary of historical assumptions about dreaming in color.
7 Gegenfurtner & Kiper (2003); Solomon & Lennie (2007); Wade et al. (2008); Conway (2009).
8 Schwitzgebel (2011), chapter 6.
9 Jackson & Cormack (2008).
10 Neuhoff (2001).
References
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Conway (2009). Color vision, cones, and color-coding in the cortex. Neuroscientist, 15: 274-290.
Gegenfurtner & Kiper (2003). Color vision. Annual Review of Neuroscience, 26: 181-206.
Gordon & Rosenblum (2004). Perception of sound-obstructing surfaces using body-scaled judgments. Ecological Psychology, 16: 87-113.
Hausfeld, Power, Gorta, & Harris (1982). Echo perception of shape and texture by sighted subjects. Perceptual and Motor Skills, 55: 623-632.
Jackson & Cormack (2008). Evolved navigation theory and the descent illusion. Evolution and Human Behavior, 29: 299-304.
Nagel (1974). What is it like to be a bat? Philosophical Review, 83: 435-450.
Neuhoff (2001). An adaptive bias in the perception of looming auditory motion. Ecological Psychology, 13: 87-113.
Roseblum, Gordon, & Jarquin (2000). Echolocating distance by moving and stationary listeners. Ecological Psychology, 12: 181-206.
Rosenblum & Robert (2007). Hearing silent shapes: Identifying the shape of a sound-obstructing surface. Ecological Psychology, 19: 351-366.
Schwitzgebel (2011). Perplexities of Consciousness. MIT Press.
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Supa, Cotzin, & Dallenbach (1944). Facial vision: the perception of obstacles by the blind. ASmerican Journal of Psychology, 62: 133-183.
Wade, Augath, Logothetis, & Wandell (2008). fMRI measurement of color in macaque and human. Journal of Vision, 8(10): 1-19.