Chapter 22 Quiz: Self-Assessment
Instructions: Answer each question without looking back at the chapter. After completing all questions, check your answers against the key at the bottom. If you score below 70%, revisit the relevant sections before moving on to Chapter 23.
Multiple Choice
Q1. The phrase "the map is not the territory" was coined by:
a) George Box, in a paper on statistical modeling b) Alfred Korzybski, as part of his general semantics framework c) Gerardus Mercator, as a disclaimer on his world projection d) Alan Watts, in a lecture on Eastern philosophy
Q2. The Mercator projection distorts the relative sizes of landmasses because:
a) Mercator was biased toward European countries and deliberately made them appear larger b) The projection preserves compass bearings (angles) at the expense of area, causing progressive distortion away from the equator c) The projection was designed for political purposes rather than navigational ones d) Sixteenth-century cartographers did not have accurate measurements of the Southern Hemisphere
Q3. The Gaussian copula contributed to the 2007-2008 financial crisis primarily because:
a) The formula contained a mathematical error that no one detected b) It was too complex for traders to understand, so they used it incorrectly c) It systematically underestimated the probability of extreme correlation events, and the financial system treated its output as reality rather than as a simplified model d) David X. Li deliberately designed it to mislead investors
Q4. An incidentaloma is:
a) A malignant tumor discovered during routine imaging b) A mass or abnormality discovered incidentally on medical imaging that was performed for an unrelated reason, which would never have been found without the imaging c) A false positive result from a flawed imaging technology d) A diagnostic term for unexplained symptoms
Q5. Overdiagnosis differs from misdiagnosis in that:
a) Overdiagnosis involves diseases that do not exist, while misdiagnosis involves incorrect identification b) Overdiagnosis involves the detection and treatment of real conditions that would never have caused symptoms or harm, while misdiagnosis involves incorrect identification of a condition c) Overdiagnosis is caused by incompetent doctors, while misdiagnosis is caused by inadequate technology d) There is no meaningful difference; both terms describe the same problem
Q6. The Sapir-Whorf hypothesis, in its weak form (linguistic relativity), claims that:
a) Language determines thought -- you cannot think what you cannot say b) Language influences thought -- making certain ideas easier or harder to think about depending on linguistic structure c) All languages are equally capable of expressing all ideas d) Language has no effect on perception or cognition
Q7. Box's dictum -- "all models are wrong, but some are useful" -- means:
a) Scientists should stop building models because they will always be wrong b) Models are deliberate simplifications that capture some features of reality while omitting others, and their value lies in their selective accuracy, not in their completeness c) Only mathematical models can be trusted; verbal descriptions are unreliable d) Useful models are never wrong -- if a model is useful, it must be capturing reality accurately
Q8. Newtonian mechanics is described in the chapter as:
a) A completely accurate description of physical reality that was confirmed by Einstein b) A wrong model that should be replaced by Einstein's theories in all applications c) A "wrong but useful" map that captures physical reality accurately at everyday speeds and scales but breaks down at velocities approaching the speed of light d) An outdated theory with no modern applications
Q9. Alan Watts's "menu vs. meal" analogy illustrates:
a) The importance of reading restaurant reviews before dining out b) The tendency to confuse a description or representation with the thing it describes or represents c) The superiority of direct experience over indirect description d) The problem of translation between languages
Q10. The three levels of map-territory confusion are:
a) (1) Not having a map, (2) having a bad map, (3) having a good map b) (1) Using the map consciously as a tool, (2) forgetting the map is a map, (3) defending the map against the territory c) (1) Making the map, (2) using the map, (3) discarding the map d) (1) The map is accurate, (2) the map is partially accurate, (3) the map is inaccurate
Q11. Level 3 map-territory confusion (defending the map against the territory) is characterized by:
a) Acknowledging the map's limitations while still using it b) Perceiving evidence that contradicts the map not as information about the territory but as an attack on the map, and defending the map as part of one's identity c) Replacing one map with a better one d) Abandoning maps entirely in favor of direct observation
Q12. The chapter argues that the connection between map-territory confusion and legibility (Ch. 16) is:
a) Coincidental -- the two concepts address different problems b) Legibility projects are institutionalized map-making that can reshape the territory to match the map c) Legibility is the opposite of map-territory confusion d) Legibility eliminates map-territory confusion by making the territory transparent
Q13. The chapter's connection between map-territory confusion and overfitting (Ch. 14) is:
a) Overfitting is a map-territory confusion at the level of data -- treating artifacts of a particular dataset as features of the underlying reality b) Overfitting and map-territory confusion are unrelated concepts c) Map-territory confusion causes overfitting but not vice versa d) Overfitting is the opposite of map-territory confusion
Q14. The chapter argues that the most dangerous maps are:
a) Maps that are clearly wrong -- everyone can see they fail b) Maps that are useful -- their success makes people forget they are maps c) Maps that are complex -- complexity hides their limitations d) Maps that are new -- they have not been tested against the territory
Q15. The threshold concept "All Knowledge Is Cartography" transforms what question?
a) From "Is this useful?" to "Is this true?" b) From "Is this true?" to "How useful is this map, and what does it distort?" c) From "How do I make a better map?" to "How do I access the territory directly?" d) From "Which map is correct?" to "Which map is the most popular?"
Q16. Korzybski's three principles of the map-territory relation include all of the following EXCEPT:
a) The map is not the territory b) The map does not cover all of the territory c) The map is self-reflexive -- we can make maps of maps d) The map should be replaced by direct observation whenever possible
Q17. The chapter argues that abandoning all maps and models would be:
a) The logical conclusion of the map-territory insight b) Itself a map-territory confusion -- confusing the map's purpose (usefulness) with its nature (incompleteness) c) Impossible because we have no direct access to territory d) Both b and c
Q18. Russian speakers' ability to discriminate light blue from dark blue faster than English speakers illustrates:
a) That Russian is a superior language to English b) Linguistic relativity -- the linguistic distinction between goluboy and siniy creates a perceptual advantage at the category boundary c) That color perception is entirely determined by language d) That English lacks the capacity to express color distinctions
Q19. The chapter connects the Gaussian copula's failure to Goodhart's Law (Ch. 15) because:
a) Both involve mathematical formulas b) The copula's correlation number became a target that banks optimized against, causing the measure to decouple from the underlying reality of risk c) Goodhart's Law predicts that all financial models will fail d) Both concepts were developed by the same researcher
Q20. The chapter's argument that "the map is not the territory, but a thousand maps drawn from a thousand perspectives, triangulated against each other, is as close to the territory as cartographers will ever get" describes:
a) The project of this book -- cross-domain pattern recognition as the triangulation of many maps b) The futility of all knowledge c) The need for a single, comprehensive map that replaces all others d) The superiority of scientific maps over all other kinds of maps
Answer Key
Q1. b) Alfred Korzybski. He introduced the principle in 1931 as part of his general semantics framework, later elaborated in Science and Sanity (1933).
Q2. b) The projection preserves compass bearings at the expense of area. This was a deliberate design choice for navigational purposes, not a political statement.
Q3. c) The copula systematically underestimated tail risk, and the financial system treated its output as reality. David X. Li himself warned about this, but the model was too profitable and convenient to question.
Q4. b) An incidentaloma is a mass discovered incidentally that would never have been found or caused harm without the imaging. It is a real finding, not a false positive.
Q5. b) Overdiagnosis involves real conditions treated unnecessarily; misdiagnosis involves incorrect identification. The scan is accurate -- the problem is the assumption that everything found is clinically meaningful.
Q6. b) Linguistic relativity (the weak form) claims that language influences thought without determining it. The strong form (linguistic determinism) has been largely discredited.
Q7. b) Models are useful simplifications. Their value is in selective accuracy, not completeness.
Q8. c) Newton's mechanics is "wrong" (superseded by relativity) but extraordinarily useful at everyday scales and speeds.
Q9. b) The analogy illustrates the tendency to confuse the representation with what is represented.
Q10. b) (1) Using the map consciously, (2) forgetting it is a map, (3) defending it against the territory.
Q11. b) At Level 3, contradicting evidence is perceived as an attack, and defending the map becomes defending the self.
Q12. b) Legibility projects are institutionalized map-making that can reshape territory to match the map.
Q13. a) Overfitting treats data artifacts as features of reality -- a map-territory confusion at the data level.
Q14. b) Useful maps are most dangerous because their success makes us forget they are maps.
Q15. b) The transformation is from "Is this true?" to "How useful is this map, and what does it distort?"
Q16. d) Korzybski never advocated replacing maps with direct observation; he recognized that direct observation is itself a form of mapping.
Q17. d) Both b and c are correct. Abandoning maps confuses purpose with nature AND is impossible because all perception is mapping.
Q18. b) The linguistic distinction creates a perceptual advantage at the category boundary, supporting the weak form of the Sapir-Whorf hypothesis.
Q19. b) The copula's number became a Goodhart target that banks optimized against, decoupling the measure from the reality of risk.
Q20. a) The passage describes the book's project: using cross-domain pattern recognition to triangulate multiple maps and approximate the territory.
Scoring Guide
- 18-20 correct: Excellent. You have a strong grasp of the map-territory relation and its cross-domain applications. Proceed to Chapter 23.
- 14-17 correct: Good. Review the sections corresponding to your missed questions before proceeding.
- 10-13 correct: Adequate. Revisit Sections 22.7 (Three Levels of Confusion) and 22.9 (All Knowledge Is Cartography) and rework Parts A and B of the exercises.
- Below 10: Return to the chapter. Focus on the concrete examples (Mercator, Gaussian copula, incidentaloma) before engaging with the more abstract concepts. The threshold concept will become clearer through the case studies.