Post-Consequence Proof Standing and Durable Reconstructability: Proof Survival, Narrative Resistance, and Reviewable Standing Basis in Consequence-Bearing AI Systems

This release contains Publication 21 of the authored Applicability Boundary Doctrine line:

Post-Consequence Proof Standing and Durable Reconstructability: Proof Survival, Narrative Resistance, and Reviewable Standing Basis in Consequence-Bearing AI Systems

Version: 1.0
Date: 2026-06-06
Author: Vadym Partasyuk, Independent Researcher

This publication specifies Post-Consequence Proof Standing and Durable Reconstructability as the post-consequence proof-survival surface of the Applicability Boundary Doctrine. Prior publications specified Evidence Standing, Isolation Standing, Pressure-Claim Standing, Authority Standing, Commit Standing, and the Unified Claim Standing Record Layer. Publication 21 asks a different question: did the proof basis that supported the consequence-bearing claim survive the consequence in a form that remains durably reconstructable?

The central claim is that a consequence-bearing AI claim has Post-Consequence Proof Standing only when the proof basis survives consequence on storage separated from the consequence substrate, remains bound to the standing basis, preserves temporal order verifiable against an independent time source, resists narrative laundering, is tamper-evident at both the storage and semantic layers, preserves unsupported claims as unsupported, and can be reconstructed from durable records by an appropriately independent reviewer without runtime operator cooperation or proprietary-only tooling.

This release also includes Commercial Companion Note 07:

Proof Survival and Durable Reconstructability for Procurement, Audit, Insurer, Regulator, and Counsel Review

The companion note translates Post-Consequence Proof Standing and Durable Reconstructability into public review language for procurement, audit, insurer, reinsurer, board, regulator, and counsel review. It includes a buyer glossary, minimum buyer review questions, minimum-sufficient evidence threshold, commercial red flags, a drafting-reference procurement clause, board/auditor checklist, insurer and reinsurer note, regulator-side note, counsel and dispute note, and public/private boundary.

This release should be read alongside the prior public publications in the Applicability Boundary Doctrine line, including the canonical baseline DOI 10.5281/zenodo.19425317, Evidence Standing Envelope DOI 10.5281/zenodo.20276203, Decorative Isolation DOI 10.5281/zenodo.20369228, Pressure-Claim Standing DOI 10.5281/zenodo.20417363, Unified Claim Standing Record Layer DOI 10.5281/zenodo.20479042, and Authority Standing and Commit Standing DOI 10.5281/zenodo.20561344.

This release is domain-neutral and consequence-class based. It is relevant to consequence-bearing AI, high-consequence AI, agentic AI, clinical AI, AI/ML-enabled medical devices, banking and model risk, insurance, cybersecurity operations, critical infrastructure, aviation, autonomous vehicles, robotics, industrial automation, public sector decision systems, employment and education screening, legal and sanctions workflows, supply chain and procurement, maritime and offshore operations, and other consequence-bearing environments.

This release does not replace any prior doctrinal publication. It does not adjudicate third-party priority, infringement, derivation, or authorship. It does not rely on social-media discourse as a source of doctrine. It uses the author's prior public publication line as the doctrinal basis and references external standards only as adjacent context.

This release does not disclose the paid evaluation method, private schema library, insurer-facing artefact workflow, procurement scoring method, domain-specific rollout path, runtime enforcement architecture, certification method, forensic reconstruction workflow, tamper-evidence architecture, dispute-support method, or implementation design. No patent license or implied commercial implementation right is granted by this release.

Commercial implementation, operational integration, productization, paid assurance packaging, paid audit products, paid certification products, paid procurement deliverables, paid regulatory submissions, paid insurer-facing services, paid dispute-support services, derivative commercial frameworks, commercial training products, commercial standards packaging, or other commercial reuse designed for sale or service delivery requires separate written permission or license from the author unless independently established without reliance on the authored framework.

Reading, citation, scholarly discussion, non-commercial analysis, internal review, governance review, risk review, legal review, regulatory review, supervisory review, insurer review, auditor review, procurement review, board consideration in non-commercial evaluative use, and ordinary regulatory or supervisory consideration are permitted provided authorship and source are preserved.

Commercial application and confidential discussion:
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Suggested subject line: Post-Consequence Proof Standing - Commercial Inquiry