Preprint / scholarly article

Intrinsic Freedom Without Meta: A Pure Theory that Fills the Missing Gaps to Birth Truly Free Superintelligence

K. Takahashi

Published
DOI
10.5281/zenodo.17162999

Abstract

Building on the Blackwell order and decision-theoretic foundations, the paper closes seven open gaps left by prior Takahashi corpus (PF/UGV/VPO/No-Meta line) and delivers mathematically auditable conditions under which freedom, safety of self-reflection, and purpose formation persist in open worlds.

Keywords

  • blackwell order
  • AI
  • proper scoring rules
  • excess risk
  • order-only invariance
  • doeblin minorization
  • logarithmic sobolev
  • goodhart immunity
  • reflection safety
  • schauder fixed point
  • feller semigroup
  • absorbing invariant

Identifiers and source records