Whitepaper

Universal Behavioral Drift Has a Mathematical Signature

A cross-domain paper arguing that behavioral drift shares a measurable mathematical signature across fundamentally different systems.

12 Dec 2024Manuscriptvalidateduniversalitycross-domainbehavioral-drift
CIJ Labs

Abstract

This paper makes the broadest claim in the archive: behavioral drift can be detected as a shared mathematical pattern across domains that do not look alike at the surface level.

What it establishes

  • Drift can be framed as a cross-domain phenomenon.
  • A deterministic feature space can transfer between very different systems.
  • Behavioral tokenization provides a unified way to study change.

Why it matters

This paper gives the wider CIJ Labs program its strongest unifying claim. The same measurement logic can support AI, finance, and other complex behavioral environments.