Categories
cybernetics

Wiener–Khinchin theorem

The Wiener–Khinchin theorem describes a quiet inevitability: when a system repeats itself, even imperfectly, that repetition condenses into structure. Time leaves a trace. Signals that return, echo, or correlate with their own past do not merely accumulate; they reorganise into a spectrum, a distribution of emphasis and weight. What looks like flux from within time […]

Categories
cybernetics

Conflict: Metaphysics of Non-Closure

Conflict and competitive adversarialism are not necessarily moral failures or aberrations. They are contingent, historically acquired, culturally entrained mechanisms by which complex cognitive, cultural, and communicative systems reliably differentiate, learn, and reproduce themselves over time. These mechanisms arise because complexity does not form around completeness, nor does it arise from closure, certainty, or final resolution. […]