Preprint / scholarly article

Verification-Limited Intelligence Acceleration: Observable-Only Laws, Bounded Derivation, and Diagnostics under No-Meta Constraints

K. Takahashi

Published
DOI
10.5281/zenodo.18436828

Full text PDF (Zenodo)

Abstract

The preprint formalizes verification-limited scaling under observable-only and no-meta constraints, defining strict fail-closed progress credit, bounded cutoffs, and replay-auditable diagnostics that prevent progress inflation under missing or weakened evidence.

Keywords

  • verification-limited scaling
  • no-meta
  • observable-only
  • strict progress credit
  • bounded derivation
  • fail-closed verification
  • auditability
  • transparency logs
  • cutoff semantics
  • adversarial missingness
  • diagnostics

Identifiers and source records