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A Human's Guide to Words
Aug 24, 2017
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by
Eliezer_Yudkowsky
This sequence discusses the basic relationship between cognition and concept formation.
The Parable of the Dagger
10 years ago
Eliezer_Yudkowsky
53
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Once upon a time, there was a court jester who dabbled in logic. The jester presented the king with two boxes. Upon the first box was ins
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98
The Parable of Hemlock
10 years ago
Eliezer_Yudkowsky
32
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Followup to: The Parable of the Dagger "All men are mortal. Socrates is a man. Therefore Socrates is mortal." — Aristotle(?)
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17
Words as Hidden Inferences
10 years ago
Eliezer_Yudkowsky
40
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Followup to: The Parable of Hemlock Suppose I find a barrel, sealed at the top, but with a hole large enough for a hand. I reach in, and
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22
Extensions and Intensions
10 years ago
Eliezer_Yudkowsky
32
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Followup to: Words as Hidden Inferences "What is red?" "Red is a color." "What's a color?" "A color is a property of a thing." But wh
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24
Similarity Clusters
10 years ago
Eliezer_Yudkowsky
26
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Followup to: Extensions and Intensions Once upon a time, the philosophers of Plato's Academy claimed that the best definition of human wa
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4
Typicality and Asymmetrical Similarity
10 years ago
Eliezer_Yudkowsky
25
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Followup to: Similarity Clusters Birds fly. Well, except ostriches don't. But which is a more typical bird—a robin, or an ostrich? Whic
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67
The Cluster Structure of Thingspace
10 years ago
Eliezer_Yudkowsky
40
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Followup to: Typicality and Asymmetrical Similarity The notion of a "configuration space" is a way of translating object descriptions int
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24
Disguised Queries
10 years ago
Eliezer_Yudkowsky
57
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Followup to: The Cluster Structure of Thingspace Imagine that you have a peculiar job in a peculiar factory: Your task is to take object
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104
Neural Categories
10 years ago
Eliezer_Yudkowsky
24
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Followup to: Disguised Queries In Disguised Queries, I talked about a classification task of "bleggs" and "rubes". The typical blegg is
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11
How An Algorithm Feels From Inside
10 years ago
Eliezer_Yudkowsky
88
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Followup to: Neural Categories "If a tree falls in the forest, and no one hears it, does it make a sound?" I remember seeing an actual a
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79
Disputing Definitions
10 years ago
Eliezer_Yudkowsky
48
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Followup to: How An Algorithm Feels From Inside I have watched more than one conversation—even conversations supposedly about cognitive s
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43
Feel the Meaning
10 years ago
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26
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Followup to: Disputing Definitions When I hear someone say, "Oh, look, a butterfly," the spoken phonemes "butterfly" enter my ear and vib
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10
The Argument from Common Usage
10 years ago
Eliezer_Yudkowsky
29
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Followup to: Feel the Meaning Part of the Standard Definitional Dispute runs as follows: Albert: "Look, suppose that I left a microph
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22
Empty Labels
10 years ago
Eliezer_Yudkowsky
16
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Followup to: The Argument from Common Usage Consider (yet again) the Aristotelian idea of categories. Let's say that there's some object
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7
Taboo Your Words
10 years ago
Eliezer_Yudkowsky
71
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Followup to: Empty Labels In the game Taboo (by Hasbro), the objective is for a player to have their partner guess a word written on a ca
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129
Replace the Symbol with the Substance
10 years ago
Eliezer_Yudkowsky
34
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Continuation of: Taboo Your Words Followup to: Original Seeing, Lost Purposes What does it take to—as in yesterday's example—see a "ba
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15
Fallacies of Compression
10 years ago
Eliezer_Yudkowsky
36
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Followup to: Replace the Symbol with the Substance "The map is not the territory," as the saying goes. The only life-size, atomically de
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25
Categorizing Has Consequences
10 years ago
Eliezer_Yudkowsky
25
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Followup to: Fallacies of Compression Among the many genetic variations and mutations you carry in your genome, there are a very few alle
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13
Sneaking in Connotations
10 years ago
Eliezer_Yudkowsky
30
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Followup to: Categorizing Has Consequences Yesterday, we saw that in Japan, blood types have taken the place of astrology—if your blood t
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21
Arguing "By Definition"
10 years ago
Eliezer_Yudkowsky
44
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Followup to: Sneaking in Connotations "This plucked chicken has two legs and no feathers—therefore, by definition, it is a human!" When
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38
Where to Draw the Boundary?
10 years ago
Eliezer_Yudkowsky
36
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Followup to: Arguing "By Definition" The one comes to you and says: Long have I pondered the meaning of the word "Art", and at last I'
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47
Entropy, and Short Codes
10 years ago
Eliezer_Yudkowsky
36
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Followup to: Where to Draw the Boundary? Suppose you have a system X that's equally likely to be in any of 8 possible states: {X1, X2,
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26
Mutual Information, and Density in Thingspace
10 years ago
Eliezer_Yudkowsky
20
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Continuation of: Entropy, and Short Codes Suppose you have a system X that can be in any of 8 states, which are all equally probable (rel
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25
Superexponential Conceptspace, and Simple Words
10 years ago
Eliezer_Yudkowsky
28
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Followup to: Mutual Information, and Density in Thingspace Thingspace, you might think, is a rather huge space. Much larger than reality
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16
Conditional Independence, and Naive Bayes
10 years ago
Eliezer_Yudkowsky
30
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Followup to: Searching for Bayes-Structure Previously I spoke of mutual information between X and Y, I(X;Y), which is the difference betw
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15
Words as Mental Paintbrush Handles
10 years ago
Eliezer_Yudkowsky
17
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Followup to: Conditional Independence, and Naive Bayes (We should be done with the mathy posts, I think, at least for now. But forgive m
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70
Variable Question Fallacies
10 years ago
Eliezer_Yudkowsky
21
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Followup to: Words as Mental Paintbrush Handles Albert: "Every time I've listened to a tree fall, it made a sound, so I'll guess that o
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34
37 Ways That Words Can Be Wrong
9 years ago
Eliezer_Yudkowsky
72
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Followup to: Just about every post in February, and some in March Some reader is bound to declare that a better title for this post would
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Interlude
An Intuitive Explanation of Bayes's Theorem
15 years ago
Eliezer_Yudkowsky
1
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[Editor’s Note: This is an abridgement of the original version of this essay, which contained many interactive elements.] Your friends
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