Preprint / scholarly article

Natural Law-Type Conditions for Intelligent Self-Modifying Systems under Local Observation

K. Takahashi

Published
DOI
10.5281/zenodo.17860394

Full text PDF (Zenodo)

Abstract

The setting assumes only local observation: at each step the system has access solely to its current state, with no privileged meta-level, external clock, or separate optimisation oracle.

Keywords

  • no-meta
  • self-improvement
  • self-modifying systems
  • local observation
  • evaluation functional
  • lyapunov stability
  • markov chains and stochastic stability
  • intelligent region
  • safe reinforcement learning
  • AI safety
  • AI alignment
  • value-based reinforcement learning

Identifiers and source records