Preprint / scholarly article

Verifiable Modular Pipeline Contracts for AI and General Composite Systems

K. Takahashi

Published
DOI
10.5281/zenodo.18529100

Full text PDF (Zenodo)

Abstract

The preprint specifies a domain-agnostic, observable-only and no-meta contract framework for modular AI and composite-system pipelines, with deterministic fail-closed verification and progressive certificate profiles for composition guarantees, proxy-to-true risk accounting, and drift hardening.

Keywords

  • modular pipelines
  • verifiable contracts
  • observable-only
  • no-meta
  • fail-closed verifier
  • compositional guarantees
  • proxy-to-true risk
  • drift hardening
  • signed evidence
  • composite systems

Identifiers and source records