by Jennifer Breheny Wallace · 13 Jan 2026 · 206pp · 68,830 words
and value another person and creates ripples of goodness that we may never fully understand. The Butterfly Effect: A small act can have a ripple effect far beyond what we can see. In chaos theory, the butterfly effect describes how something as small as a butterfly flapping its wings can set off a chain
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to really see someone: These moments often land more deeply than we realize. In a world that can make us feel invisible or unimportant, the butterfly effect is a reminder: Your presence matters. Your impact ripples. This idea resonates across spiritual traditions, emphasizing the often unseen power of doing good for others
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, elle.com/life-love/a43990707/city-girls-who-walk-new-york-city. 55 A small act can have: Allison Rauch, “butterfly effect,” Encyclopedia Britannica, last updated June 20, 2025, britannica.com/science/butterfly-effect. Chapter 3: Mattering Too Much 62 balance between adding value: Isaac Prilleltensky, “Mattering at the Intersection of Psychology, Philosophy, and
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connection reducing, 76 lack of importance and, 64–65 leaders and, 175 purpose and, 17 Burton, David, 212–13 Butler, Sean, 163–64, 169–71 butterfly effect, 55 BW Papersystems, 183–84 canceling, 127, 129 cancer, 36, 108, 144 care, 3 caregivers, 65 connection and, 77 overwhelm in, 67 resilience of, 76
by James Gleick · 18 Oct 2011 · 396pp · 112,748 words
CHAOS Making a New Science James Gleick To Cynthia human was the music, natural was the static… —JOHN UPDIKE Contents Prologue The Butterfly Effect Edward Lorenz and his toy weather. The computer misbehaves. Long-range forecasting is doomed. Order masquerading as randomness. A world of nonlinearity. “We completely missed
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—a phenomenon given the name “sensitive dependence on initial conditions.” In weather, for example, this translates into what is only half-jokingly known as the Butterfly Effect—the notion that a butterfly stirring the air today in Peking can transform storm systems next month in New York. When the explorers of chaos
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many intellectual trails from the past. But one stood out clearly. For the young physicists and mathematicians leading the revolution, a starting point was the Butterfly Effect. The Butterfly Effect Physicists like to think that all you have to do is say, these are the conditions, now what happens next? —RICHARD P. FEYNMAN THE
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better than nothing. But beyond two or three days the world’s best forecasts were speculative, and beyond six or seven they were worthless. The Butterfly Effect was the reason. For small pieces of weather—and to a global forecaster, small can mean thunderstorms and blizzards—any prediction deteriorates rapidly. Errors and
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Robert White, a fellow meteorologist at M.I.T. who later became head of the National Oceanic and Atmospheric Administration. Lorenz told him about the Butterfly Effect and what he felt it meant for long-range prediction. White gave Von Neumann’s answer. “Prediction, nothing,” he said. “This is weather control.” His
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his discovery by working out what it must mean for the way science understood flows in all kinds of fluids. Had he stopped with the Butterfly Effect, an image of predictability giving way to pure randomness, then Lorenz would have produced no more than a piece of very bad news. But Lorenz
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the way the sun warms the east coast of North America, for example, and the way it warms the Atlantic Ocean. The repetition disappeared. The Butterfly Effect was no accident; it was necessary. Suppose small perturbations remained small, he reasoned, instead of cascading upward through the system. Then when the weather came
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eventually uninteresting. To produce the rich repertoire of real earthly weather, the beautiful multiplicity of it, you could hardly wish for anything better than a Butterfly Effect. The Butterfly Effect acquired a technical name: sensitive dependence on initial conditions. And sensitive dependence on initial conditions was not an altogether new notion. It had a
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Shaw and his colleagues began describing it. And the channel transmitting the information upward is the strange attractor, magnifying the initial randomness just as the Butterfly Effect magnifies small uncertainties into large-scale weather patterns. The question was how much. Shaw found—after unwittingly duplicating some of their work—that again Soviet
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unpredictability in complex systems…. A butterfly can flap its wings in Peking, and in Central Park you get rain instead of sunshine.” By then the Butterfly Effect was well on its way to becoming a pop-culture cliché: inspiring at least two movies, an entry in Bartlett’s Quotations, a music video
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arrives in Texas, Florida, New York, Nebraska, Kansas, and Central Park.) After the big hurricanes of 2006, Physics Today published an article titled “Battling the Butterfly Effect,” whimsically blaming butterflies in battalions: “Visions of Lepidoptera terrorist training camps spring suddenly to mind.” Aspects of chaos—different aspects, usually—have been taken up
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Universe (Cambridge: Cambridge University Press, 1980); see also Robert Shaw, The Dripping Faucet as a Model Chaotic System (Santa Cruz: Aerial, 1984), p. 1. THE BUTTERFLY EFFECT THE SIMULATED WEATHER Lorenz, Malkus, Spiegel, Farmer. The essential Lorenz is a triptych of papers whose centerpiece is “Deterministic Nonperiodic Flow,” Journal of the Atmospheric
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, Bengtsson, Woods, Leith. FORECASTS OF ECONOMIC Peter B. Medawar, “Expectation and Prediction,” in Pluto’s Republic (Oxford: Oxford University Press, 1982), pp. 301–4. THE BUTTERFLY EFFECT Lorenz originally used the image of a seagull; the more lasting name seems to have come from his paper, “Predictability; Does the Flap of a
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–64, 239, 298–99, 307 Bremen (West Germany), University of, 229 Brookhaven National Laboratory, 306 Brown, Norman O., 243 Burke, William, 244–45, 262, 267 Butterfly Effect, 8, 20–23, 246–47, 261, 328, 329 C calculators, 69, 79, 170–71 calculus, see equations, differential California Institute of Technology, 243 California, University
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, 71, 76, 116, 135, 139–40, 144, 149, 168–69, 182, 194, 244, 246, 253, 259, 264, 303, 314, 316–17, 321 and aperiodicity, 22 Butterfly Effect, 8, 20–23, 246–7, 261 childhood, 13 and climate, 168–69 and coffee cup, 25 “Deterministic Nonperiodic Flow,” 30, 66–67, 139–41 discovered
by Marion Nestle · 1 Jan 2010 · 736pp · 147,021 words
paper. Science 1999;286:656. 52. Losey JE, Rayor LS, Carter ME. Transgenic pollen harms monarch larvae. Nature 1999;399:214. 53. Stix G. The butterfly effect: new research findings and European jitters could cloud the future for genetically modified crops. Scientific American, August 1999:28–29. The finding inspired a book
by Ian Goldin and Mike Mariathasan · 15 Mar 2014 · 414pp · 101,285 words
, it considers different dimensions of the problem, offering a number of conceptual tools and lessons for managing the challenges of globalization and systemic risk. The butterfly effect has become widely known to signify systems in which a small change in one place can lead to major differences in a remote and unconnected
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occurred because of an “efficient … supply chain which did not leave much room for catastrophic events.”23 The proverb that lends its name to the butterfly effect says that the fluttering of a butterfly’s wings in Brazil can cause a storm in the United States. In this case a storm in
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Nonperiodic Flow,” Journal of the Atmospheric Sciences 20 (2): 130–141. The original metaphor referred to the flapping of a seagull’s wings. The term “butterfly effect” was coined later by a colleague, Phil Merilees, as the title for one of Lorenz’s talks. See Tim Palmer, 2009, “Edward Norton Lorenz, 23
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; systemic risks in, 205; taxes, 181, 196, 205. See also labor markets; manufacturing; supply chains; trade business schools. See management education butterfly defect, xiii–xiv butterfly effect, xiii, 80, 81 California: energy imports of, 140; environmental regulation in, 142 Cameron, Geoffrey, 197 capital flows: cross-border, 12, 19, 21f, 41; liberalization of
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, 212–20; scope of, 202; transparency of, 195–97, 199, 201, 207, 208–9, 214–15 globalization: benefits of, xiv, 30, 31–32, 219, 220; butterfly effect and, xiii–xiv; critics of, 30, 185–86, 198; definition of, 1, 10; effects of, 1–2, 9–10, 198–99; environmental effects of, 123
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, Lars, 24 human capital: investments in, 196–97; skills premium, 172. See also education Hungary, 187, 190, 192 hunger. See food and nutrition security hurricanes, butterfly effect and, xiii Hurricane Sandy, 110, 123, 126 Iceland: banks in, 37, 38; financial crisis in, 37–39, 50, 60, 62; protests in, 60; volcanic eruptions
by Nicholas A. Christakis · 27 Oct 2020 · 475pp · 127,389 words
E.N. Lorenz, “The Predictability of Hydrodynamic Flow,” Transactions of the New York Academy of Sciences 1963; 25: 409–432. 86 E.N. Lorenz, “The Butterfly Effect,” Premio Felice Pietro Chisesi e Caterina Tomassoni Acceptance Speech, April, 2008. 2. An Old Enemy Returns 1 M.S. Asher, Dancing in the Wonder for
by General Stanley McChrystal, Tantum Collins, David Silverman and Chris Fussell · 11 May 2015 · 409pp · 105,551 words
, he titled it “Does the Flap of a Butterfly’s Wings in Brazil Set Off a Tornado in Texas?” The phrase “the butterfly effect” entered the world.* • • • Lorenz’s butterfly effect is a physical manifestation of the phenomenon of complexity—not “complexity” in the sense that we use the term in daily life, a
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havoc down the line. A reductionist instruction card would be useless for playing chess—the interactions generate too many possibilities. • • • The significance of Lorenz’s butterfly effect is not, however, just the nonlinear escalation of a minor input into a major output. There’s uncertainty involved; the amplification of the disturbance is
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something like the trajectory of a comet, the development of weather has a far, far wider range of potential outcomes. In popular culture, the term “butterfly effect” is almost always misused. It has become synonymous with “leverage”—the idea of a small thing that has a big impact, with the implication that
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of events that toppled multiple governments faster than the rest of the world could even process the news. Of course, there were successful revolutionaries and butterfly-effect phenomena before the information age, but new technologies have created an unprecedented proliferation of opportunities for small, historically disenfranchised actors to have a
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butterfly effect. Some of this has positive consequences, like entrepreneurial success. Other manifestations are devastating: terrorists, insurgents, and cybercriminals have taken advantage of speed and interdependence to
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it impossible to forecast how markets will move—as in a game of chess, there are just too many possibilities for a prescriptive instruction card. Butterfly effects in the economy, triggered by tiny initial disturbances, are common. This complexity has only grown denser as economies have globalized. The hacker attack on AP
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things right, just not doing the right thing. They were following the plan, and as a result, spiraling outward from one faulty piston, an escalating, butterfly-effect set of responses led to ten deaths, twenty-four injuries, and millions of dollars in damage. The crew’s attachment to procedure instead of purpose
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just as impossible as building lifelong friendships with seven thousand people). We needed to enable a team operating in an interdependent environment to understand the butterfly-effect ramifications of their work and make them aware of the other teams with whom they would have to cooperate in order to achieve strategic—not
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, 112n, 123–25 British Navy, 29–30, 216–17 “Brook’s Law,” 127–28 Builder, Carl, 205 Bulleri, Massimo, 85–86 Bush, George W., 131 “butterfly effect,” 56, 58–59, 71, 107, 129–30 C-17 transport plane, 33, 92 C-130 transport plane, 35–36 cane toads, 65–66, 77 Carroll
by Brian Klaas · 23 Jan 2024 · 250pp · 96,870 words
two months later could morph from a clear blue sky into a torrential downpour, even a hurricane. Lorenz’s findings created the concept of the butterfly effect, the notion that a butterfly flapping its wings in Brazil could trigger a tornado in Texas. Lorenz had inadvertently given birth to chaos theory. The
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you do matters, but also that it’s you, and not someone else, who’s doing it. Perhaps every one of us creates our own butterfly effect because each of us flaps our wings a little bit differently. These two conceptions of change are fundamentally different. So, are we just along for
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motion, 260 Brummell, Beau, 86n Buddhism, 226 Buhl, Jerome, 84 Burkeman, Oliver, 109 Bush, George W., 163 butterflies, migration as multi-generational project, 263–64 butterfly effect, 25 Byrne, David, 163 Byrne, Rhonda, 250, 251 Čabrinović, Nedeljko, 99 Calvin, John, 227 Candide (Voltaire), 77 carcinization, 50 Cardano, Gerolamo, 107 Carlson, Jean, 97n
by John Markoff · 22 Mar 2022 · 573pp · 142,376 words
the proposed revival of Xerces is perhaps the clearest way to illustrate Brand’s pragmatic approach and his optimistic philosophy, a literal evocation of the “butterfly effect” that suggests the possibility that the smallest change in the environment can have an immense and nondeterministic effect. It evokes Brand’s access-to-tools
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philosophy as well as Engelbart’s augmentation philosophy. It also stakes out the boundaries of Brand’s techno-optimist philosophy. The idea of the butterfly effect was at the heart of Ray Bradbury’s 1952 science fiction short story “The Sound of Thunder,” in which a hunter uses a time travel
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Brussell, Mae, 215 Burning Man festival, 109, 328 Burrows, George Lord (great-grandfather), 8–9 Burrows, Lorenzo (great-great-grandfather), 7 Butler, Katy, 247–48 butterfly effect, 361 C Caffe Trieste, 48, 74 California, University of, at Berkeley, 25, 135, 302 California Museum of Science and Industry, 91 California Water Atlas, 227
by Erica Thompson · 6 Dec 2022 · 250pp · 79,360 words
difficulties in defining model parameters, from randomly determined elements in the model itself, or from the chaotic divergence of model trajectories, also known as the Butterfly Effect. In Model Land, these uncertainties are quantifiable. Or at least they are quantifiable in principle, if one had a sufficiently large computer. With a smaller
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like the economy or the climate can be continually extended to represent finer detail or different assumptions about behaviour in different circumstances. Due to the Butterfly Effect, and the similar Hawkmoth Effect which I will describe later, even infinitesimal ‘improvements’ to the model can continue to have significant influence on the predictions
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show that the method itself would have provided a genuinely useful forecast – an incredible vindication and a fitting conclusion to Richardson’s extraordinary story. The Butterfly Effect Short-term numerical weather forecasts have improved dramatically since their arrival in the 1950s and, with the continued relentless increase in computing power and assimilation
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latitude, despite receiving the same solar radiation. As a complex dynamical system, the weather is unpredictable in interesting ways. One source of unpredictability is the Butterfly Effect: the way that very small changes to the initial conditions can result in completely different outcomes after a relatively short period of time. Edward Lorenz
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the exponential increase in computing power has resulted in only linear improvements to the lead time of useful weather forecasts. The problems caused by the Butterfly Effect have an obvious solution. Just measure the initial conditions more accurately and you’ll get a more accurate forecast. As the importance of initialisation has
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-real-time data from satellites, aeroplanes, ships, weather stations, radiosonde balloons, radar systems and more. There is also a slightly less obvious solution to the Butterfly Effect, one that has prompted huge changes in the way that weather forecasts are made and communicated. If we can’t pin down the initial condition
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thought to be at risk. Now, if we had perfect models (despite imperfect measurement), this would be a solution to the problem posed by the Butterfly Effect. We can even make it probabilistic. If the initial distribution of ensemble members is reflective of our confidence in the initial conditions, then the final
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systems like the weather, small model errors can instead result in large prediction errors even over short timescales. This is the Hawkmoth Effect. When the Butterfly Effect strikes, our forecasts start off accurate and then become imprecise, but they do not become misleading. When the Hawkmoth Effect strikes, our forecasts start off
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, it can cause us to do the wrong thing in mistaken expectation that we know what will happen. The Hawkmoth Effect is analogous to the Butterfly Effect, but rather than sensitivity to the initial condition, it describes sensitivity to the model structure. You might think we could solve this problem with a
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, right, forward and/or back. We can systematically try a range of possibilities that encompass the actual position of the ball. That’s why the Butterfly Effect is solvable: we can know that the true outcome is somewhere within the range of predicted outcomes. Figure 3: The solution to the
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Butterfly Effect is to run a perfect model with lots of different initial conditions (solid lines). The fuzzy circle on the left shows the range of measurement
by Daniel Simons and Christopher Chabris · 10 Jul 2023 · 338pp · 104,815 words
the Value of Noise Chapter 6: Familiarity—Discount What You Think You Know Chapter 7: Precision—Take Appropriate Measures Chapter 8: Potency—Be Wary of “Butterfly Effects” Conclusion: Somebody’s Fool Acknowledgments Discover More Notes About the Authors Also by the Authors Praise for Nobody’s Fool Explore book giveaways, sneak peeks
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of potency—offers in which the benefits or effects are out of proportion to the costs or causes involved. CHAPTER 8 POTENCY—BE WARY OF “BUTTERFLY EFFECTS” According to the popular science cliché, a butterfly flapping its wings in Brazil can cause a tornado in Texas. We find potency unduly persuasive, when
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of what we know from decades of rigorous priming research.14 Nonetheless, there was a chance that Bargh had discovered one of those extraordinarily rare butterfly effects. Rather than accept the potency of these metaphorical priming results at face value or dismiss them out of hand, we decided to check for ourselves
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an unrepresentative outcome, claimed it was the expected worst case, and neglected to say that actual results may vary. Chapter 8: Potency—Be Wary of “Butterfly Effects” 1. C. Flanagan, “Caroline Calloway Isn’t a Scammer,” Atlantic, September 27, 2019 [https://www.theatlantic.com/ideas/archive/2019/09/i-get-caroline-calloway
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why people are so readily fooled by deceptive brain-training advertisements. It might also explain why scientists have convinced themselves that they’ve found a butterfly effect, e.g., that listening to Mozart for just ten minutes will increase your IQ by eight to nine points (it doesn’t) or that a
by Sau Sheong Chang · 27 Jun 2012
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