Welcome to the evolution of the JVM. The shift toward Modern Java necessitates a transition from imperative "how-to" logic to declarative "what-it-is" logic. At the heart of this functional approach lies Referential Transparency.
1. The Logic of Determinism
A function is referentially transparent if it always returns the same result value when called with the same argument value. It must be entirely self-contained, neither reading from nor writing to external mutable state. Mathematically, this means: $$f(x) = y \implies \text{Every instance of } f(x) \text{ can be replaced by } y$$
2. The Scala Influence
This paradigm was popularized on the JVM by Scala, which successfully blended Object-Oriented structures with Functional rigor. Scala maintains a "Java feel" while enforcing purity, proving that referential transparency allows computations to be safely cached (memoized), dramatically reducing CPU load in complex systems.