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Real-Life Decision Making -- Solution

You leave the numbers alone and let the theory stand on the good tests.

This is the wisest decision. A theory is just that. It doesn't have to be proven right away.

By floating a theory that still has some "bugs" in it, you will give the mathematics community a chance to work it out and refine it. The only way to get a perfect theory is to start with an imperfect one.

Mathematician Matt Davison points out that it's not really possible to fake the numbers in traditional mathematics, even if you wanted to. It's more likely to happen in applied mathematics, where you're using numbers gathered through experimental or survey methods. It can be tempting to exclude numbers that don't support your theory.

"In sort of traditional pure mathematics you really can't fudge numbers, even if you wanted to, because it's not really about the numbers, it's about the logical structure," says Davison. "And everybody needs to be able to follow you every step of the way. There are often only four or five axioms that you start with and build everything else up from that, and so it's not like you're ever bringing in some numbers halfway through the calculation. And so that means there's nothing you can make up."


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