No, quite the contrary.
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Well technically boys are supposed to do better at math because they have more logical brains but it doesn't mean girls will always do worse than boys.
because calculators aren't clever enough and brake or get lost whereas brains don't get lost
Reasoning means the same, whether in maths or elsewhere. It is using your brains in a logical manner.
Scientists will generally use their brains to solve math or other problems. Once they have established the mathematical formula to be solved, they would use a computer or (scientific) calculator to evaluate the math problem and get a solution.
if you're asking what i think you are then the answer is no one discovered math we have been doing math since are brains were capable of knowing if we had one rock in our hand or two. however that was before recorded history more than 100,000 years ago. i hope this answered your question. glad i could help