Preprint / scholarly article

Process-Aware Observable-Only Backcasting Meta-Layer (POB-ML)

K. Takahashi

Published
DOI
10.5281/zenodo.18239203

Full text PDF (Zenodo)

Abstract

The preprint specifies POB-ML, a deterministic observable-only protocol for backcasting under audit-ready evidence surfaces, with budgeted candidate evaluation, static FOQL validation, InputSet binding, and a safety-dominating action gate.

Keywords

  • POB-ML
  • observable-only
  • backcasting
  • audit-ready protocol
  • deterministic replay
  • evidence surface
  • FOQL validation
  • InputSet binding
  • action gate
  • autonomous agents
  • safety assurance

Identifiers and source records