Stochastic systems is an academic concept and research field concerned with systems whose future state is not fully determined by their current state due to the influence of random variables. It investigates the dynamics, evolution, and properties of systems exhibiting inherent randomness, where outcomes are described by probability distributions rather than precise values. This field is significant for modeling and analyzing complex phenomena across diverse disciplines where uncertainty plays a fundamental role in system behavior.