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Just imagine that you wrote this equation
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but you couldn't solve it.
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What you would be saying would actually be correct.
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You, in fact, have found the correct law of gravity
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but you can never be sure it's right
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because you cannot find the consequence of your equation.
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That is not unheard of.
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That's happening in physics today.
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For example, there's the Theory of Quarks.
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The quarks are attracted to each other
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by a certain mechanism we know.
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We know the underlying force law