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I think the point is to arrive at answers without revealing how certain formulas (formulae?) are calculated? Or something?



The point is letting others use your data (vg. your valuations, prices, ...) without others learning/stealing your information, et vice versa.

It's usually explained using the Millionaires' Problem (https://en.wikipedia.org/wiki/Yao's_Millionaires'_Problem): "two millionaires, Alice and Bob, who are interested in knowing which of them is richer without revealing their actual wealth."




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