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Readings and musings

Notes on Vox Summit on Augmented Reality

9/18/2012

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Last week, I attended a really cool event at the intersection of design and augmented reality (AR): the VOX Summit. We had some great speakers (including one of my favorite authors, Daniel Suarez), and we broke up into smaller groups to prototype how AR can be used effectively in fields like robotics, education, and storytelling. 

I learned a lot about the state of the art in the field and got to play with some AR apps (and learned how to drop my own AR objects into the "world"). I really enjoyed Daniel Suarez's and Blaise Aguera y Arcas's talks, and their messages about the pros and cons of the world we're in the process of creating resonated with me.

Below are some of my notes and takeaways.

a. design thinking

ii. AR as new medium
2. “We should build good ships here; at a profit if we can, at a loss if we must, but always good ships.”
3. always good experiences

i. augmentedreality.org

IV. Daniel Suarez
a. Shamanism/Daemon
b. Present-adjacent (not too far)
c. He’s optimistic about future
d. Remote-controlled drones almost obsolete because can jam communication
e. Pushes decision-making to drone itself
f. False consensus in social media; scripts creating fake trends
g. Perception is reality
h. Network needs to be more reliable for DarkNet
i. Things need to default to being encrypted to freely exchange ideas
j. People voting several times a day for local issues
k. Afraid of weapons systems that have credit card and can direct itself (Razorback)
l. New social system as a lifeboat in case old system dies
m. Hole-in: self-contained system but which is informed by other parts and can evolve
n. IP becomes something more fluid; the plan is original idea you own and others can build on top and you get some percent over time as it evolves
o. AR beginning of something very big

b. AR and entertainment
c. Augmented Hollywood
d. Hollywood as how ppl should tell stories
e. AR needs to fulfill a fantasy/wish
f. Tie in to wish fulfillment of the film
h. Remove barriers
i. Augmented movies
i. Terminator
ii. Minority report
iii. Iron man
j. Augmented theater
i. Conspiracy for Good
ii. Storylines
iii. Augmented reality cinema app
k. The Witness: the first movie in the outernet
l. Augmented marketing
m. Citadel movie
i. View clips via posters
n. Iron Man face AR experience/game
i. Wish fulfillment of becoming hero
ii. Social element of sharing your pic w/ friends
o. Augmented books
i. Ice Age book trigger cards
ii. Wonderbook book of spells
1. Magic mirror effect on TV
iii. Art of Journey book to visualize art in 3D

a. Blaise Aguera y Arcas
ii. Online services, Microsoft
iii. Training in physics and applied math
1. Never studied CS or design
iv. Seadragon
1. Founded company
2. Multiresolution images
v. Photosynth
2. Acquired by MSFT in 2007
3. Started as grad student project at UW
vi. Bing mobile
vii. Next
viii. Interaction design
1. Art deco
2. Helvetica
ix. Design of systems based on math

x. Portfolio

1. Gasbar
a. Progress bar
b. Not 1 degree of freedom (% done) but 3 (% done, uncertainty, how much activity going on now)
c. Using particles representing activity
d. Modeling fluid gas transition

2. Streetside
a. Navigation in street view
b. Rotation is easy (photos on cube/skybox)
c. But translation is hard because model environment
d. Sense of parallax weak; just need actual good imagery, not complex space
e. Simplified the geometry the image is projected on
f. Potemkin village geometry
i. Handful of polygons for entire scene

3. On{x}
a. Israeli project
b. Ifttt for mobile
c. Recipes
d. JS APIs
e. People hated that it required facebook login
f. Very closely connected to Node.JS
i. 1 language for front and back
ii. everything is reactive
iii. callbacks on events
iv. nothing ever blocks, all async
g. android
i. ease of creating app and using internal signals makes it easy for anyone to violate privacy in app
ii. phone is not a phone; it’s a computer

4. Incoming call
a. Daemon.js
b. Looking up unknown numbers on web on incming calls
5. Thinking about design mathematically
6. Interactions define behavior of app and shape of our relationship w/ real world
7. Lineage of phones inheriting from PCs not phones
a. Still desktop w/ icons
b. How far can AR go if stands in silos of apps that require its own app to be downloaded
i. Pull vs. push
ii. How to push AR info to ppl w/o app
c. Single AR key broker vs. open vs. secure
i. Need cheaper signals to do more expensive operations like vision recognition
d. CV is advancing fast, but app model is broken
e. Wii -> Kinect transition to naturalness
f. Problem of the vanishing physical
i. Kindle books getting removed from your shelf on copyright violations
ii. Book metaphor vs. online service metaphor
iii. What of what we produce is real vs not
iv. 15th century books still look great
v. is our current product ephemeral?
vi. Embodied objects vs. not

VII. Helen Papagiannis talk @arstories
a. Augmented reality as a new medium for storytelling
b. Always build a good ship
c. Moonshot
d. Reveal
e. Delight
f. Engage
g. Make
h. Reimagine
i. Use tools to change the rules
j. New planet
k. Dreamer
l. Emotional journey
m. Iterative
n. Retention
o. Engrossing
p. Curiosity
q. Wonderment
s. Make mistakes faster
t. @MarsCuriosity: Roads? Where I’m going, I don’t need roads.
u. The Future Belongs to the Curious video
v. Ask questions

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Notes on What the Dog Saw by Malcolm Gladwell

9/16/2012

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My third Malcolm Gladwell in a row (and last for now)! I enjoyed his latest What the Dog Saw, which is a collection of many of his published New Yorker articles, all in one book. The book discussed psychology, children, war, politics, dogs (of course), and many other subjects and sub-cultures. I liked how he was able to integrate himself into different communities, get a "flavor" for them and share that flavor with his readers succinctly, taking away broader lessons. There were some connections between this book and Outliers for sure, and it was nice to read them in succession to be able to catch those.

Overall, the book reveals a lot of non-intuitive results and poses some interesting questions. I felt after reading some of the stories that I wished they could be expanded on much more than he did, but on the flip side, it was nice to get a bit of subject matter variety in one work.

I recommend this book for people who want to understand dogs and geniuses, as I thought those two subjects were handled superbly.

Below are my notes and takeaways on each sub-article.

Preface
  • Other minds discovery for kids: that other minds are different than yours
  • Curiosity about the interior of others' heads
  • Obsessives and minor geniuses
  • Serious problems
  • Predictions we make about ppl
  • Dog whisperers
  • Anthology of his New Yorker articles
  • We filter rank and judge all the time but that blocks interestingness
  • Assume everything is interesting or will lead to a story
  • Find ppl in the middle who do the real work and who aren't self conscious
  • Self consciousness is enemy of interestingness

Part 1 minor geniuses

Pitchmen for kitchen appliances
  • Product development = marketing
  • Tv infomercials for gadgets
  • Developed all gadgets at home
  • Pitchman real actor
  • Secret is the turn: entertainment to business ask for money
  • Standard vaudeville gimmicks
  • Vegematic perfect combo of tv and gadget
  • Product designed to be the star
  • Design of product key to its demonstration and enticeability
  • Set it and forget it
  • QVC million dollars sales in one hour

Ketchup conundrum
  • Many mustards
  • Only one ketchup
  • Gray poupon brand strong
  • Build a better ketchup
  • Worlds best brand
  • Sensory segmentation with food
  • Power of multiple varieties
  • Food of the masses
  • Universal
  • Heinz pushes all 5 senses
  • Sweet sour salty bitter umami
  • New ketchups weren't improvements
  • Ketchup is ketchup
  • Special and different from spaghetti sauce where varieties matter

Blowing up
  • Nassim Taleb story
  • Expert traders might all just be luck
  • Didn't want strategy that could blow up
  • Don't believe financial markets are like physical that follow bell curve
  • No statistical orderliness
  • Only buys options
  • Never bets on market move
  • Buys puts and calls on hundreds of stocks out of money
  • All cash in t-bills
  • No matter how much info u know u can't know if ur proposition is true; only if false
  • Traditional investing aims to make a little but could lose a lot
  • Taleb aims to lose a little but could make a lot
  • They just bleed to death but can't blow up
  • Lose money 364/365 days
  • No feedback daily so really hard for humans
  • Set of tricks and protocols
  • So he can't cause changes
  • Techniques of self control
  • More courage and heroism in defying human impulse than taking heroic risks

True colors
  • Blond hair is her choice
  • Jewish girl to acquire higher class through hair
  • Disapproving mother in law
  • Claroll at home color
  • Ad writer for hair color
  • Hair ad slogans represented feminism
  • Does she or doesn't she
  • Immigrants had to be fakers and remake themselves to fit in
  • Does she or doesn't she about deeper identity
  • Because I'm worth it slogan for l'aureal
  • Blondness periodic table depending on color and attitude, specified by famous actresses
  • Hair dye is politics, assimilation, self-esteem
  • Give meaning to modern consumer through slogans
  • Advertising motivational research
  • Surveys based on psych, Freud, rorsharck
  • Use techniques of healing for selling
  • Divorcing women changing hair

John rock
  • In love with church and inventor of birth control pill
  • Always stick to your conscience
  • Duplicated natural hormones already in woman's body
  •  Struggle convincing church it's natural
  • Shift from 100 to 400 menses per life because in older societies had more pregnancies and breastfeedings
  • More ovulation increase cancer risk and pill decreases back to natural level
  • Pill as rhythm method extended which church supports
  • But monthly week of pain not necessary and there just to please church
  • Japanese women have six times less breast cancer but only in Japan
  • Lower fat diet
  • Lower weight
  • Later puberty and first period
  • Gnrh pills could fake body to be a bit menopausal and drastically Lower breast cancer risk
  • Pike researcher at balance pharmaceuticals startup in Santa Monica
  • Talk about pill as cancer reducer not contraceptive to get church to approve; saving lives
  • Rock became less religious

What the dog saw
  • Cesar
  • Make monster dog become sweet
  • Interviews parents about dog and its behavior and parents' own upbringing
  • Need to practice exercise, discipline, and affection
  • Runs dog psychology center in downtown la
  • Takes packs of dogs for walks
  • Integrates problem dogs into pack
  • Then returns to owner
  • Prison yard of dogs
  • Dog explorer show on tv
  • Has presence like teacher
  • Throws dogs balls
  • Begins and ends game and demands it stop with whistle
  • Dog whisperer show
  • Dogs are students of human movement unlike other animals
  • Dogs really interested in humans
  • Your head slant and breathing affect how dog sees you
  • How relaxed face is, arms
  • Book: The Other End of the Leash
  • Owner fear and face causes dogs to attack
  • Intention of the movement
  • Movement phrasing
  • Creates authenticity when done right
  • Cesar needed to learn to be ppl whisperer

Part 2: theories and predictions

Open secrets: Enron
  • Skilling
  • Received huge criminal sentence
  • Puzzles vs mysteries
  • Puzzles have key, just try to find it
  • Mysteries require interpretation
  • In mystery, doesn't always help to add more intelligence data
  • Enron scandal not a puzzle but a mystery
  • Mark to market accounting: real income vs fake unrealized
  • As journalists and analysts looked at financials, stock fell
  • Watergate was classic puzzle
  • Heavy reliance on special purpose vehicles, shadowy side deals
  • Didn't communicate essence of transactions to readers of statements
  • All spe's were disclosed but thousands of pages long
  • 120k pages long
  • Puzzle grows simpler with each piece of info
  • Mystery gets more complex with more info and layers
  • Book: Conspiracy of Fools
  • Officers didn't understand the deals themselves
  • Disclosure paradigm is an anachronism
  • Nazi secret weapon propaganda and puzzle
  • Complex issues require mystery paradigm
  • Psa screening inconclusive
  • Diagnosis transformation from puzzle to mystery with probabilities
  • Intelligence in soviet time was puzzle questions; now inundated with info and more a mystery of conflicting data
  • Puzzles transmitter dependent
  • Mysteries receiver dependent
  • Huge gap between reported and taxable income at Enron hard to understand to most
  • Mysteries spread blame more

Million dollar problem
  • Homelessness
  • Alcoholics
  • 1 million in cost per homeless in medical
  • Not normal distribution
  • Power law distribution
  • Extreme concentration of trouble officers
  • Middle doesn't need help
  • Homelessness power law distro not normal
  • 62m spent annually in ny to shelter homeless
  • Same guys over and over like lapd problem
  • A few bad cases
  • Built free apartments for and followed worst homeless cases
  • Costs much less than if they were on street
  • Emissions similar power law problem
  • A small number of cars way higher emotions than almost all
  • Some really old cars on road
  • Better to do mobile smog testing of vehicles using stedman infrared
  • But against our idea that pollution is a problem we all contribute to
  • Policing not policy problem
  • Small boring solution to big problem doesn't feel good; want sweeping reforms
  • Solving power law problems violates our moral and political philosophy
  • Special treatment of some; decisions of unfairness just for efficiency
  • Some homeless need someone to be in charge of him

Picture problem
  • Air force jets killing missile launch sites
  • $4M camera
  • Idea that photo can't lie
  • Actual number of definite kills due to camera was 0
  • Mammograms complex
  • Skilled pair of fingers very effective at exam
  • Modern bombs are now precise
  • Now the problem is the precision of info needed
  • Dcis diagnosis unclear when see it in mammogram
  • We see more that we don't know how to interpret
  • Mammo decreases cancer risk by 10%

Something borrowed
  • Plagiarism
  • Someone had stolen lewis's essence for a new play
  • Copyright violations by play
  • Borrowing as compliment
  • Lots of music borrows and remakes
  • Copyrights and patents balance between property rights and public benefits from disclosure and progress and availability/access
  • Lots of patterns of influence in music
  • Difference between ideas and things; copying idea doesn't take from me but saves u the work to create
  • Borrowing that's transformative vs derivative
  • Play writer borrowed from his article
  • Borrowing someone's life not ok

Connecting dots: intelligence reform
  • Syrian attack on Israel
  • Sept 11
  • Book: the sell
  • Couldn't see the pattern
  • We revise data after attack
  • Problem of noise in intelligence gathering
  • Creeping determinism where we rewrite our past probabilities
  • Create clashes in group to prevent groupthink
  • False alarms from sensitivity lower sensitivity after

The art of failure: choking and panic
  • Tennis players failing under pressure
  • Talented ppl fail sometimes
  • Implicit learning and muscle memory
  • In conditions of stress, explicit system takes over and u lose ur unconscious touch
  • Stress wipes out short term memory
  • Panic causes perceptual narrowing
  • Choking about thinking too much
  • Panic about thinking too little
  • Choking is forgetting instinct
  • Panic is reversion to instinct
  • How failure happens affects our understanding of why it happens
  • Kennedy air crash: failed under pressure
  • Book: Inside the Sky
  • Inability to sense experientially what plane doing
  • Panicking is conventional failure
  • Kennedy panicked
  • Choking is paradoxical failure
  • Stereotype threat of ethnic students doing worse on tests
  • Choking is second guessing
  • Stereotype threat creates choking not panic

Blow up: who can be blamed for challenger: no one and we need to get used to it
  • Rituals of disaster
  • Desire not to give up
  • Disasters inherent in complex tech systems
  • Challenger wasnt anomaly; because everyone did exactly what they were supposed to do
  • Assume that risks are manageable but wrong
  • Three mile island near disaster
  • Not just about human error
  • 5 malfunctions each trivial but combined and interacted to make big problem
  • "normal accident"
  • Combos of minor normal failures of tech system
  • Culture of NASA in challenger
  • Another view: how humans handle risk
  • Risk homeostasis theory
  • Book: Target Risk
  • Changes that appear to make org safer don't
  • Humans compensate for lower risk in one are with more in another area
  • Abs brakes made drivers riskier
  • More pedestrians killed at marked crossings
  • More poisonings after child proof pill bottles came out

Part 3 personality, character, intelligence

Late bloomers: why we equate genius with precocity
  • Ben fountain writer success not breakthrough
  • Took 18 years
  • Quit job
  • Had 30 rejections for 1 published
  • Poets peak young
  • Study found no relation in poetry publication and youth
  • Picasso young bloomer but cesanne late bloomer
  • Writer collected articles he loved and interested in
  • Traveled to Haiti because was interested
  • Learned visual language from visual dictionaries and architecture books
  • Late bloomers experimenters and researchers, trial and error 
  • Early bloomers conceptual, visionary
  • experimental artists improve skills over time, learn from each piece
  • Searching vs finding
  • Mark twain experimenter and revised huck Finn for 10 years
  • Conceptual vs experimental
  • Late bloomer resembles a failure for a while
  • We prematurely judge late bloomers and thwart many
  • Need support and patrons
  • Late bloomers depend on others
  • Late bloomer stories love story

Most likely to succeed: how we hire when we can't tell
  • Drafting football players
  • Teaching profession hard to predict how one will do
  • Value add calculation of test score improvement
  • Difference between good and bad huge
  • Test scores and teaching creds not related to performance
  • Financial advisors do well at hiring
  • Lower standards and judge after they try
  • Apprenticeship camp

Dangerous minds: criminal profiling made easy
  • Psychoanalyze criminals and bomb notes
  • Profiler goes from deeds to man description, not opposite prediction
  • Organized vs unorganized killers
  • Crime scene reveals personality
  • Profiles too general and use cold reading tricks

Talent myth: is it overrated
  • McKinsey study
  • Book: War for Talent
  • Talent mindset
  • CEOs of best companies obsessed with hiring stars
  • McKinsey billings motivation
  • Enron hired McKinsey a ton
  • Enron was ultimate talent company
  • What if Enron failed because of its mindset
  • Differentiation and affirmation of employees annually
  • A's promoted, c's fired
  • Rank and yank
  • Practical tacit knowledge unrelated to iq
  • Ranking fighter pilots easier than managers
  • Use criteria as specific as possible
  • Talent separated from performance
  • Catering to keep employees happy
  • Enron was place where stars did whatever wanted
  • Good businesses determined by attractiveness to employees not customers or profits
  • Pet projects
  • Greedy vs narcissistic corporation
  • Some hold fixed view of intelligence vs malleable
  • If celebrated only for talent instead of malleability then more likely to lie when self image threatened and less likely to work on self improvement
  • Organizations make ppl smart not other way around
  • P&g, southwest, Walmart use different management principles than Enron

The new boy network: what job interviews really tell us
  • Quick instinct u get after first few minutes of interview
  • Snap judgments
  • Can rate teachers on 2 second silent video 
  • Humans don't need to know someone to believe u know someone
  • Power of first impressions
  • Same judgment after 1 semester with teacher as after 2 sec
  • First impression leads to confirmation bias
  • How we behave more affected by situation than traits
  • Don't draw broad conclusions
  • Ask specific situational questions that reveal one small detail
  • Not classic questions with right answers
  • Structured interview only one with value

Troublemakers: pit bulls teach us about crime
  • Bred for aggression
  • Generalizations
  • Profile terrorists hard
  • Testing study found pit bulls less aggressive
  • Just some bad examples
  • Category problem
  • Pit bulls not more dangerous but more numerous
  • Bad owners create bad dogs

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Notes on Outliers by Malcolm Gladwell

9/8/2012

1 Comment

 
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On to the next one! Tipping Point was good, but I enjoyed Outliers by Malcolm Gladwell even more. It delved into the stories of rare cases of success in a number of fields -- lawyers, entrepreneurs, health, pilots -- and showed that success is much less a factor of individual freak talent and much more a factor of being in the right place at the right time and in the right community.

Yes, individual talent and IQ matter, but only to a minimal extent; once they're above a certain minimal threshold, it's about other factors much more. Those other factors are individual hard work (10,000 hours of practice) and being in the right situation. The amazing statistics the book exposed about the birth dates of athletes and famous people were really interesting and showed that success is much more about being born in the right month and year than we expect.

Intro
  • Roseto Italy
  • Immigrants to US
  • Vastly lower heart disease rate
  • Not genes or food or location but social situation they set up
  • 3 generations under 1 roof and ppl stopping to talk to each other
  • Have to look beyond  individual to culture to understand health

Part 1 opportunity

Ch 1 Matthew effect
  • Hockey teams
  • Judged on Individual merit?
  • Key is not who they are or what they are like
  • Key is their situation and context
  • Hockey players most born in January and Feb
  • Nothing special about these months. Just jJn 1 is cutoff for teams so those who make it are about 1 year older
  • Selection, screening, and superior experience to those just at cut off date
  • Small initial advantage persists for years for sports and school
  • Confusing maturity and ability
  • Those who are successful get more practice
  • Success is cumulative advantage
  • Didn't start outlier; started just a bit better
  • Systems that screen at precise date or too early in age aren't efficient
  • Success not just simple function of individual merit; rules we write as society make huge difference
  • Could educate kids in maturity groups based on quartile of year born in
  • Big for his age

Ch 2: 10000 hour rule
  • U Mich CS dept
  • Bill Joy
  • Created Unix, Sun, Java
  • Just talent and merit?
  • Is there innate talent? Yes
  • But the smaller the role for talent and the bigger for preparation
  • Star violin students research study: 10,000 hours of practice
  • 3 hours per day over 10 years
  • Magic number of greatness
  • Applies across disciplines
  • Almost none do it in less
  • And almost none who do the time don't succeed
  • Bill Joy programmed for 10k hours to learn
  • Got to work on timeshare system 
  • Beatles played for 8 hours per day, 7 days a week before getting discovered; their practice is what made them great
  • Bill Gates
  • Happened to go to elementary school with a rare computer
  • Got many opportunities to practice
  • Incredibly lucky series of events
  • Not extraordinary talent but opportunity
  • Most Silicon Valley moguls born around 1955 and had perfect age when minicomputer Altair came out in 1975
  • Most of the richest men in history born in 1834 and had perfect age for industrial revolution

Ch 3 troubled geniuses part 1
  • 1 vs 100 game
  • Langham genius
  • IQ has a threshold
  • Just has to be high enough like 120
  • Rest matters less
  • Affirmative action students do just as well in life as white in study
  • Nobel winners among all

Ch 4 the trouble with geniuses part 2
  • Practical intelligence orthogonal from general intelligence
  • Family background and class biggest determinant/separator between geniuses who succeeded and didn't

Ch 5 three lessons of joe
  • Last partner of skadden
  • Lesson 1: Importance of being Jewish
  • Not of right background or class meant they were rejected from best firms
  • So had to go out on own
  • Accepted work others didn't want: proxy fights and takeovers
  • What started as adversity became opportunity
  • They happened to have practice of 10k hours in the fields that later became popular
  • Lesson 2 demographic law
  • Depression generation fewer babies
  • Benefits of being born in smaller generation
  • Lesson 3 the garment industry
  • Jewish background in clothing work
  • Immigrants sowing in apartments
  • 3 factors that taught entrepreneurs skills and caused them to work hard: autonomy, complexity, connection between effort and reward
  • Same 3 factors determine if work is satisfying and meaningful

Part 2 legacy

Ch 6 Kentucky die like a man like your brother did
  • Killings between two families in small town in Kentucky
  • Multiple famous family feuds in Appalachians
  • Culture of honor among herders where man's reputation because depends on society
  • As opposed to farmers whose crops can't be stolen
  • Settled by scotch Irish who knew violence
  • Reproduce in new world the culture of honor they had before
  • In south, murders way more personal
  • It matters where you're from including many generations back
  • Experiments on culture of honor by insulting subjects
  • Men who were from south were way more angry than north; that was only thing that mattered
  • Call a southerner an asshole and he's itching for a fight
  • Traditions and attitudes from forebears and legacy affect us just like background and cultural surroundings from part 1

Ch 7 theory of air crashes
  • Korean Air had way more crashes
  • Then turned itself around
  • It did not succeed until it acknowledged the role of its cultural legacy
  • Crash requires 7 human errors
  • Requires lots of communication
  • Mitigating tone: hedging to be polite with superior
  • Bad when need to be direct in emergency
  • Plane safest when flown by least experienced pilot because then crew won't be afraid to speak up
  • Crashes might be due to captain's cultural background
  • Hofstidi cultural dimensions
  • tendencies, assumptions, reflexes handed down by generations
  • Uncertainty avoidance, power distance
  • Americans most willing to push back against superiors
  • Colombians much less so because have higher respect of authority
  • Required English fluency when fixing Korean air
  • Language was key to separating pilots from Korean legacy
  • In west it's transmitter's job to communicate clearly; in east, it's receivers

Ch 8 rice paddies and math tests
  • Rice is life in south china
  • 7 digits memory in US because we can memorize 2 second audio loop
  • In China can memorize more numbers because each number is faster to say
  • English counting system and number word naming irregular
  • Asian is regular so Asian kids can count higher earlier than English
  • Math more logical and enjoyable so kids do it better in Asia
  • Easier to state fractions more logically
  • Being good at math rooted in culture and language
  • Cultural legacies matter
  • Work on rice farm really hard and similar to Jewish garment work
  • 3000 hours per yr
  • Willingness to concentrate and not give up on hard problem directly related to math ability
  • Seeing how long students spend filling out long test exactly predicts their math outcome
  • Countries with culture of hard work ethic and long hours (proverbs about long hours of work in rice paddies) directly related to math ability

Ch 9 all my friends go to Kipp
  • Kipp school
  • Poor kids learn nothing over summer vacation but rich do, and both learn the same during the year so achievement gap all due to differences in summer
  • Students in Asian schools get shorter break
  • 50% more learning time at Kipp
  • Not about intelligence or resources
  • Ppl just need to be given a chance
  • Make a league for hockey players born in second half of year
  • More schools that make kids work longer

Epilogue
  • Jamaica, story of his mom
  • Mom owes success to timing of her birth and many other random occurrences
  • Outliers are not outliers
  • Just got lucky breaks
  • Gates, Jobs, Joy born within 6 months of each other

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