They do so to prove the theories of other scientists and to make sure that what those scientists say/claim is correct. Just because one person claims to do something doesn't make it true, especially...
Alfred Nobel (1833-1896) was a Swedish chemist and the inventor of dynamite. Nobel wanted to leave a better legacy and established the prizes that bear his name.
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