Random number generators, or random number systems, are crucial components in many fields, from video games to secure communications . While the phrase types of RNG "RNG" is often used, it's important to realize that there are distinct types. Genuine RNGs, also known as hardware RNGs, use physical events like thermal noise to generate unpredictable