Summary
Artificial intelligence (AI) needs random numbers for its complex computing tasks. A random number is a number randomly chosen from a given distribution or a set of numbers, where there is no relationship between numbers chosen one after the other. There is an increasing demand for drawing random bits from specific distributions such as uniform, Gaussian, and exponential, which are critical for efficiently solving complex computing tasks. For example, Gaussian distributions play a key role in generative and diffusion models used for large artificial intelligence applications. However, generati
