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The Butterfly Effect

Michael Sidiropoulos
6 min readDec 28, 2021

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The Butterfly Effect is commonly known as the thoroughly entertaining idea that a butterfly flapping its wings somewhere in the Amazon valley could cause a tornado in Texas. The idea goes back half a century ago when an MIT meteorology professor named Edward Lorenz made an amazing discovery.

Lorenz was simulating weather patterns on his computer and before taking a coffee break, he rounded off one of his 12 variables from 0.506127 to 0.506. When he returned, he found that the entire trajectory of the simulation had changed dramatically. This unexpected result turned out to be Lorenz’s eureka moment. Such small changes in input are not supposed to have large consequences. The rounded variable was the atmospheric temperature, which was never measured beyond three decimal points.

Lorenz experimented with the simulations and came to the idea that certain systems had a sensitive dependence on initial conditions. His conclusion was quite profound: because of the sensitivity of these systems, outcomes are unpredictable and forecasting the future can be nearly impossible. Lorenz’s investigations led to the development of a branch of mathematics known as chaos theory, which has endured the test of time and is still applied in countless scientific applications.

“For the want of a nail the shoe was lost,
For the want of a shoe the horse was lost,
For the want of a…

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Michael Sidiropoulos
Michael Sidiropoulos

Written by Michael Sidiropoulos

Independent consultant and author who writes about the philosophy of science and the scientific method. His most recent book is “The Mind of Science”.

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