Failure Depth and Recovery: Conditional Repair Across Evaluation Layers, Mechanisms, Reachability and Intervention Tests

RT8 distinguishes the location of a failure from the repair depth sufficient for a declared objective, intervention family, budget, and observation horizon. Constructed dynamics show that a position reset can yield durable functional recovery even when a distorted evaluator or faulty update generator remains. The earlier universal minimum-depth correspondence is withdrawn. A narrower conditional relation depends on whether unchanged mechanisms regenerate failure throughout states accessible to shallower interventions and whether repair reaches a stable acceptable region. The paper separates optional repair capabilities from compulsory bundles and temporal deterioration from treatment effects. Deployment diagnosis, broad recovery benefits, and universal repair-cost ordering remain unvalidated.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-10
DOI
https://doi.org/10.5281/zenodo.22684213
Primary Topic
Engineering and Test Systems
Type
article
Field-Weighted Citation Impact
0.00
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article

Failure Depth and Recovery: Conditional Repair Across Evaluation Layers, Mechanisms, Reachability and Intervention Tests

Bin Seol
Zenodo (CERN European Organization for Nuclear Research)
Engineering and Test Systems
article

Failure Depth and Recovery: Conditional Repair Across Evaluation Layers, Mechanisms, Reachability and Intervention Tests

Bin Seol
article en

Abstract

RT8 distinguishes the location of a failure from the repair depth sufficient for a declared objective, intervention family, budget, and observation horizon. Constructed dynamics show that a position reset can yield durable functional recovery even when a distorted evaluator or faulty update generator remains. The earlier universal minimum-depth correspondence is withdrawn. A narrower conditional relation depends on whether unchanged mechanisms regenerate failure throughout states accessible to shallower interventions and whether repair reaches a stable acceptable region. The paper separates optional repair capabilities from compulsory bundles and temporal deterioration from treatment effects. Deployment diagnosis, broad recovery benefits, and universal repair-cost ordering remain unvalidated.

Zenodo (CERN European Organization for Nuclear Research)
Openalex Percentile: Top 14%
Engineering and Test Systems
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