Preprint / scholarly article

A Buildable No-Meta Blueprint

K. Takahashi

Published
DOI
10.5281/zenodo.17168036

Abstract

We unify a Uniformized Generalized Value (UGV) ratio with a denominator that is invariant under post-processing and numerically stabilized via log-sum-exp.

Keywords

  • AI
  • superintelligence
  • large language models
  • conditional dpi
  • anti-gaming
  • log-sum-exp denominator
  • representation lifts
  • bca bootstrap
  • lan-demets alpha spending
  • swei audit

Identifiers and source records