Home /Research /Decorative Isolation: Non-Burden-Bearing Separation Claims in Consequence-Bearing AI Systems
OTHER

Decorative Isolation: Non-Burden-Bearing Separation Claims in Consequence-Bearing AI Systems

Vadym Partasyuk

Year
2026
Citations
6

Abstract

This release is a separate public doctrinal specification aligned with the authored Applicability Boundary Doctrine. It should be read alongside the canonical baseline publication of the Applicability Boundary Doctrine, DOI: 10.5281/zenodo.19425317, the doctrinal extension, DOI: 10.5281/zenodo.19443895, the separate doctrinal specification on epistemic applicability, DOI: 10.5281/zenodo.19447536, the separate doctrinal specification on reality verification, DOI: 10.5281/zenodo.19457414, the separate doctrinal specification on approval-execution separation, DOI: 10.5281/zenodo.19462291, the separate doctrinal specification on substrate integrity, DOI: 10.5281/zenodo.19463230, the separate doctrinal specification on human-institutional responsibility, DOI: 10.5281/zenodo.19476910, the separate doctrinal specification on decorative governance, DOI: 10.5281/zenodo.19478004, the separate doctrinal evaluation module on vendor claim admissibility, DOI: 10.5281/zenodo.19487979, the separate doctrinal evaluation module on memory, context, delegation, and manual boundary integrity, DOI: 10.5281/zenodo.19502406, the separate doctrinal technical specification on formal conditions of standing and re-sanctioning, DOI: 10.5281/zenodo.19599888, the separate doctrinal evaluation module on update-rule admissibility and standing preservation, DOI: 10.5281/zenodo.19616417, the separate doctrinal technical specification on irreversibility posture and the boundary of governance automation, DOI: 10.5281/zenodo.19636475, the separate doctrinal technical specification on deterministic liability, pressure isolation, and mission invalidation, DOI: 10.5281/zenodo.19655615, the commercial companion note on deterministic liability and insurer readability, DOI: 10.5281/zenodo.19657625, and the Evidence Standing Envelope specification, DOI: 10.5281/zenodo.20276203. This publication defines Decorative Isolation as a non-burden-bearing separation claim. It is a separation-claim extension of the prior Decorative Governance publication. Decorative Governance concerns oversight without burden-bearing force. Decorative Isolation concerns separation without burden-bearing containment. The central claim is that a declared isolation claim has consequence-bearing standing only when the separation being asserted is supported by a declared leakage model, pressure condition, common-cause dependency analysis, observability method, boundary orientation, and recovery path. Where these elements are absent, incomplete, untested, or absorbed through human adaptation and manual compensation, the claim is non-burden-bearing. This release also includes Commercial Companion Note 03: Isolation Standing and Insurer-Readable Separation Claims. The companion note translates the doctrinal specification into insurer-readable, procurement-readable, board-readable, and audit-readable evidence categories without disclosing the paid evaluation method, scoring rubric, schema library, domain-specific rollout path, implementation architecture, or commercial artifact package. The publication is domain-neutral and consequence-class based. It is relevant to consequence-bearing AI, AI governance, cybersecurity, cloud and SaaS, banking and model risk, insurance, healthcare AI, public-sector AI, employment and education systems, legal and sanctions workflows, supply-chain and procurement, critical infrastructure, industrial automation, autonomous vehicles, robotics, aviation, maritime and offshore operations, defense, national security systems, and other environments where separation claims are used to support consequence-bearing reliance. This release does not replace any prior doctrinal publication. It does not disclose the commercial audit workflow, machine-readable schema library, scoring rubric, procurement package, insurer artifact package, certification method, domain-specific rollout path, runtime enforcement architecture, or implementation design. No patent license or implied commercial imp

Keywords

Boundary (topology)VendorSeparation of concernsFormal specificationProduct design specificationSoftware requirements specificationDoctrineLiability

Related papers

Browse all OTHER papers