A new system for generating pseudo random numbers was developed using neural networks and irrational numbers like pi. The goal was to create numbers that look random but are actually generated by a specific algorithm. The researchers used a type of neural network called LSTM to mimic the appearance of irrational numbers and generate pseudo random numbers without any patterns or repetitions. Experimental results showed that this approach was effective in creating practical pseudo random numbers.