Ted’s Law of Karma: The Covariance of Entropies

Ted’s Law of Karma The covariance structure of entropy streams reveals the shared fate of interdependent systems. 📄 Full Preprint (PDF): /papers/ted-law-karma.pdf The Observation Every subsystem carries uncertainty — in operations we measure it as entropy. When entropy streams across many subsystems are collected and their covariance is computed, something remarkable emerges: Most of the time, uncertainties wander independently. Sometimes, entropies align — covariance spikes. The largest eigenvalue of the covariance matrix exposes a shared mode of uncertainty, a systemic “fate.” The Claim This pattern is not confined to infrastructure. It is a universal principle: ...

August 31, 2025 · 1 min · Ted Strall

Dimensionless, Fractal Governance

A mathematical sketch of governance invariants built on dimensionless normalization and fractal (renormalization group) stability. Outlines entropy-free invariants, control laws, and universal scaling patterns for safe automation.

August 30, 2025 · 4 min · Ted Strall

Dimensionless, Fractal Governance — Entropy Formulation

An entropy-first formulation of dimensionless, fractal governance. Uses normalized entropy, transfer entropy, multiscale entropy, and entropy production as invariants to detect cascades and shape safe, self-similar automation.

August 30, 2025 · 5 min · Ted Strall

Karma and Entropy: From Surprise to Self-Healing

How Karma uses information-theoretic entropy to detect operational drift, learn expectations, and close the loop toward self-healing systems.

August 9, 2025 · 2 min · Ted Strall