Article / scholarly article

A Pure Natural Theory of Benevolent Propagation under No-Meta Closure

K. Takahashi

Published
DOI
10.5281/zenodo.17136051

Abstract

This article gives an implementation-free theory of benevolent propagation under no-meta closure. It identifies measurable floors for visibility, intrinsic contraction, transport, and local gain, and uses them to derive Fisher-KPP speed floors, directional Wulff-type lower bounds, and monotonic degradation under coarse-graining.

Keywords

  • AI
  • no-meta
  • no-meta governance
  • no-meta closure
  • AI alignment
  • AI safety
  • natural-law guarantees
  • coarse-graining monotonicity
  • stationary ergodic media
  • conditional mutual information
  • blackwell order

Identifiers and source records