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'Use Floats With Prudence' post illustration
Use Floats With Prudence

In the world of mathematics real numbers have infinite precision and are therefore continuous and nonlossy. Floating-point numbers, which are used in computing, are limited with a finite precision and are not evenly spaced throughout their range. If don't keep this in mind you can get into many numerical blunders.