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Random number generation plays a pivotal role in numerous fields, from cryptography and secure communications to scientific simulations and gaming. The quality of the randomness directly impacts the security and validity of the systems relying on them. Traditional algorithms, termed pseudo-random number generators (PRNGs), use…