spaced repetition

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pages: 366 words: 87,916

Fluent Forever: How to Learn Any Language Fast and Never Forget It by Gabriel Wyner

card file, crowdsourcing,, index card, Kevin Kelly, Kickstarter, meta analysis, meta-analysis, Nelson Mandela, pattern recognition, Ralph Waldo Emerson, Ronald Reagan, Skype, spaced repetition, Steve Jobs, Steven Pinker, Yogi Berra

By doing this, you’ll spend most of your time successfully recalling words you’ve almost forgotten and building foundations for new words at a rapid, steady clip. Playing with timing in this way is known as spaced repetition, and it’s extraordinarily efficient. In a four-month period, practicing for 30 minutes a day, you can expect to learn and retain 3600 flash cards with 90 to 95 percent accuracy. These flash cards can teach you an alphabet, vocabulary, grammar, and even pronunciation. And they can do it without becoming tedious, because they’re always challenging enough to remain interesting and fun. Spaced repetition is a godsend to memory intensive tasks like language learning. It’s a pity that it wasn’t a subject back in school, when I had a lot more to remember. At its most basic level, a Spaced Repetition System (SRS) is a to-do list that changes according to your performance. If you can remember that pollo means “chicken” after a two-month delay, then your SRS will automatically wait four to six months before putting pollo back on your to-do list.

We like habits; they make the difference between comfortably chatting with the Parisian waitress and awkwardly asking for the English menu. KEY POINTS • Spaced repetition systems (SRSs) are flash cards on steroids. They supercharge memorization by automatically monitoring your progress and using that information to design a daily, customized to-do list of new words to learn and old words to review. DO THIS NOW: LEARN TO USE A SPACED REPETITION SYSTEM (SRS) We have found a way to defeat forgetting. Now we must decide what to remember. In the next four chapters, I’ll show you precisely what to learn and how to learn it. We’ll begin with the sounds and alphabet of your language. This will give you the structure you need to remember new words easily. To accomplish this, I’ll show you old and new tools that can quickly rewire your ears, and we’ll use spaced repetition to rapidly memorize example words for every important letter combination (e.g., gn as in gnocchi).

You have to make those connections for yourself, because no one else can tell you how the current situación económica has affected you. You also need to retain the connections you’ve made, even when you’re busy learning new words. This is a lot to do at once, so you might as well use the best tools for the job. Until someone puts a USB port into the back of our skulls, our most effective weapon against forgetting is spaced repetition. And since we need deep, memorable experiences to get the most out of spaced repetition, we might as well get them in the process of making our flash cards. The card construction process is one of the most fun and satisfying ways to learn a language. Content in the knowledge that every detail will become a permanent memory, you become the architect of your own mind. What breed of dog will you think about when you wish to remember the word dog?

pages: 397 words: 110,130

Smarter Than You Think: How Technology Is Changing Our Minds for the Better by Clive Thompson

4chan, A Declaration of the Independence of Cyberspace, augmented reality, barriers to entry, Benjamin Mako Hill, butterfly effect, citizen journalism, Claude Shannon: information theory, conceptual framework, corporate governance, crowdsourcing, Deng Xiaoping, discovery of penicillin, disruptive innovation, Douglas Engelbart, Douglas Engelbart, drone strike, Edward Glaeser, Edward Thorp,, experimental subject, Filter Bubble, Freestyle chess, Galaxy Zoo, Google Earth, Google Glasses, Gunnar Myrdal, Henri Poincaré, hindsight bias, hive mind, Howard Rheingold, information retrieval, iterative process, jimmy wales, Kevin Kelly, Khan Academy, knowledge worker, lifelogging, Mark Zuckerberg, Marshall McLuhan, Menlo Park, Netflix Prize, Nicholas Carr, Panopticon Jeremy Bentham, patent troll, pattern recognition, pre–internet, Richard Feynman, Ronald Coase, Ronald Reagan, Rubik’s Cube, sentiment analysis, Silicon Valley, Skype, Snapchat, Socratic dialogue, spaced repetition, superconnector, telepresence, telepresence robot, The Nature of the Firm, the scientific method, The Wisdom of Crowds, theory of mind, transaction costs, Vannevar Bush, Watson beat the top human players on Jeopardy!, WikiLeaks, X Prize, éminence grise

If you’ll recall the Ebbinghaus curve of forgetting from the second chapter, Ebbinghaus found that we forget things in a predictable pattern: More than half our facts are gone in an hour, about two thirds are gone within a day, and within a month we’re down to about 20 percent. Ebbinghaus and his followers theorized that this process could work in reverse. If you reviewed a fact one day after you first encountered it, you’d fight the curve of loss. This process is called “spaced repetition,” and experiments and anecdotes suggest it can work. It explains why students who cram for a test never retain much; the material dissolves because they never repeat it. But though spaced repetition is clever and effective, it has never caught on widely, because ironically, the technique relies on our frail human memories. How would you remember to review something the next day? Then a few days later, a week, and three months? Machines, however, are superb at following these rote schedules.

Their recall improved, sometimes dramatically: Steve Hodges, Lyndsay Williams, Emma Berry, Shahram Izadi, James Srinivasan, Alex Butler, Gavin Smyth, Narinder Kapur, and Ken Wood, “SenseCam: A Retrospective Memory Aid,” Proceedings of the 8th International Conference of Ubiquitous Computing (2006): 177–93; Georgina Browne, Emma Berry, Narinder Kapur, Steve Hodges, Gavin Smyth, Peter Watson, and Ken Wood, “SenseCam Improves Memory for Recent Events and Quality of Life in a Patient with Memory Retrieval Difficulties,” Memory 19, no. 7 (2011): 713–22; Georgina Browne, Emma Berry, Steve Hodges, Gavin Smyth, Alex Butler, Lyndsay Williams, James Srinivasan, Alban Rrustemi, and Ken Wood, “Stimulating Episodic Memory Using SenseCam,” poster presentation on Microsoft Research Web site (2007), accessed March 24, 2013,; and personal interview with Lyndsay Williams and Ken Wood. this process could work in reverse: Ebbinghaus, Memory, Kindle edition. “spaced repetition”: John J. Donovan and David J. Radosevich, “A Meta-Analytic Review of the Distribution of Practice Effect: Now You See It, Now You Don’t,” Journal of Applied Psychology 84, no. 5 (October 1999): 795–805. in an Ebbinghausian fashion: “Frequently Asked Questions,” Amazon Kindle Web site, accessed March 24, 2013, Chapter 6: The Puzzle-Hungry World “I’ve poured over a hundred hours into the game”: Paul Tassi, “Why Skyrim Is Not My Game of the Year,” Forbes, December 22, 2011, accessed March 24, 2103,

pages: 239 words: 56,531

The Secret War Between Downloading and Uploading: Tales of the Computer as Culture Machine by Peter Lunenfeld

Albert Einstein, Andrew Keen, anti-globalists, Apple II, Berlin Wall, British Empire, Brownian motion, Buckminster Fuller, Burning Man, business cycle, butterfly effect, computer age, creative destruction, crowdsourcing, cuban missile crisis, Dissolution of the Soviet Union, don't be evil, Douglas Engelbart, Douglas Engelbart, Dynabook, East Village, Edward Lorenz: Chaos theory, Fall of the Berlin Wall, Francis Fukuyama: the end of history, Frank Gehry, Grace Hopper, gravity well, Guggenheim Bilbao, Honoré de Balzac, Howard Rheingold, invention of movable type, Isaac Newton, Jacquard loom, Jane Jacobs, Jeff Bezos, John Markoff, John von Neumann, Kickstarter, Mark Zuckerberg, Marshall McLuhan, Mercator projection, Metcalfe’s law, Mother of all demos, mutually assured destruction, Nelson Mandela, Network effects, new economy, Norbert Wiener, PageRank, pattern recognition, peer-to-peer, planetary scale, plutocrats, Plutocrats, post-materialism, Potemkin village, RFID, Richard Feynman, Richard Stallman, Robert Metcalfe, Robert X Cringely, Schrödinger's Cat, Search for Extraterrestrial Intelligence, SETI@home, Silicon Valley, Skype, social software, spaced repetition, Steve Ballmer, Steve Jobs, Steve Wozniak, Ted Nelson, the built environment, The Death and Life of Great American Cities, the medium is the message, Thomas L Friedman, Turing machine, Turing test, urban planning, urban renewal, Vannevar Bush, walkable city, Watson beat the top human players on Jeopardy!, William Shockley: the traitorous eight

The equations are described as deterministic, yet they are extremely sensitive to their initial conditions. This means that it is impossible to predict any single solution at any extended period of time. Pendulums or pistons have relatively simple attractors. More complex systems (like weather, the stock market, or human culture) rely on a huge number of attractors and can be better thought of as “phase spaces.” In phase spaces, repetitions and differences lead to constantly shifting equilibriums. A minor change in the original condition can effect a hugely different outcome—better known as the “butterfly effect”—and can also create a different attractor, collapsing it into a fixed solution or tumbling it back into apparent chaos before a new strange attractor establishes itself. This effect is readily visible when you watch an animation of the strange attractor, many of which are now available on the World Wide Web.

pages: 1,076 words: 67,364

Haskell Programming: From First Principles by Christopher Allen, Julie Moronuki,, natural language processing, spaced repetition, Turing complete, Turing machine, type inference, web application, Y Combinator

If you do get to a later chapter and find you did not understand a concept or structure well enough, you can always return to an earlier chapter CONTENTS 23 and do more exercises until you understand it. The Freenode IRC channel #haskell-beginners has teachers who will be glad to help you as well, and they especially welcome questions regarding specific problems that you are trying to solve.1 We believe that spaced repetition and iterative deepening are effective strategies for learning, and the structure of the book reflects this. You may notice we mention something only briefly at first, then return to it over and over. As your experience with Haskell deepens, you have a base from which to move to a deeper level of understanding. Try not to worry that you don’t understand something completely the first time we mention it.

. • We ask you to write and then rewrite (using different syntax) a lot of functions. Few problems have only one possible solution, and solving the same problem in different ways increases your fluency and comfort with the way Haskell works (its syntax, its semantics, and in some cases, its evaluation order). • Do not feel obligated to do all the exercises in a single sitting or even in a first pass through the chapter. In fact, spaced repetition is generally a more effective strategy. • Some exercises, particularly in the earlier chapters, may seem very contrived. Well, they are. But they are contrived to pinpoint certain lessons. As the book goes on and you have more Haskell under your belt, the exercises become less contrived and more like “real Haskell.” • We recommend you move away from typing code examples and exercises directly into GHCi sooner rather than later and develop the habit of working in source files.

pages: 473 words: 121,895

Come as You Are: The Surprising New Science That Will Transform Your Sex Life by Emily Nagoski Ph.d.

cognitive dissonance, correlation does not imply causation, delayed gratification, meta analysis, meta-analysis, placebo effect, Skype, Snapchat, spaced repetition, the scientific method, twin studies

Pavlov’s dogs salivated when a bell rang because their expecting system connected the bell with food. The rats in chapter 2 linked lemons or jackets with sex, and baby Frankie and baby Frannie’s brains coupled genital response, internal sensations, and external environment because of the expecting system. This is implicit learning—a different experience from explicit learning. Explicit learning is memorizing a poem with spaced repetition and conscious effort. Implicit learning is (in part) the expecting system linking stimuli across time and space. We don’t have to study or memorize anything to learn which foods taste delicious and which people are mean. We learn these kinds of emotional things implicitly. Eagerness, the third system, is the generic gas pedal of the emotional brain. Eagerness fuels the desire to move toward something or away from it.

pages: 1,007 words: 181,911

The 4-Hour Chef: The Simple Path to Cooking Like a Pro, Learning Anything, and Living the Good Life by Timothy Ferriss

Airbnb, Atul Gawande, Buckminster Fuller, Burning Man, correlation does not imply causation, crowdsourcing, deliberate practice,, Golden Gate Park, happiness index / gross national happiness, haute cuisine, Hugh Fearnley-Whittingstall, Isaac Newton, Johann Wolfgang von Goethe, Kevin Kelly, Kickstarter, Loma Prieta earthquake, loss aversion, Louis Pasteur, Mahatma Gandhi, Marc Andreessen, Mark Zuckerberg, Mason jar, microbiome, Parkinson's law, Paul Buchheit, Paul Graham, Pepto Bismol, Ponzi scheme, Ralph Waldo Emerson, Silicon Valley, Skype, spaced repetition, Stephen Hawking, Steve Jobs, the High Line, Y Combinator

My route to Ed was circuitous. Following a lecture in high-tech entrepreneurship at Princeton, which I give twice a year, a student named Greg Detre approached me to discuss angel investing. His new start-up, Memrise, focused on accelerating the acquisition of foreign languages. Detre was completing his PhD in computational neuroscience and aimed to crack the learning code by combining optimal spaced repetition with crowd-sourced (and crowd-vetted) images, among other things. As an aside, he’d also performed DARPA-sponsored research on using fMRI scans to read minds. His partner for Memrise was an unassuming and affable Brit named Ed Cooke. Google helped me figure out the rest. Ed has memorized a shuffled deck of cards in competition in 43 seconds. Of all memory feats, none is a more compressed act of mental athleticism.