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Randomness is a key component of probabilistic algorithms, many combinatorial aarguments, the analysis of hashing functions, and in cryptography, among other applications.

20 votes

Hierarchy for BPP vs derandomization

It is not hard to derive a probabilistic time hierarchy if BPP = EXP, the extreme case of no derandomization.
Lance Fortnow's user avatar