On the Structural Admissibility of Hiring Process Claims under Recurrence

This paper audits the claim that repeated hiring cycles improve the structural match between role constraints and candidate selection. The audit is conducted under a restricted organizational scope: recurring hiring systems operating under fixed role definitions, fixed screening criteria, repeated interview and selection cycles, and stable hiring constraints. Rather than presupposing fit, talent quality, or better judgment, the paper forces the declaration of recurrence and structure and evaluates whether both are admissible under stable reference conditions. It then applies Rule–State Separation and a proxy discipline that prohibits structural inference from time-to-hire, acceptance rates, retention, interviewer confidence, and performance outcomes. Under the declared fixed-selection regime, repeated improvement remains compatible with more efficient movement within a fixed hiring schema unless an explicit selection-rule modification is declared. No such rule modification is secured under the claim. The resulting structural classification is therefore: Ψ = 0. No structural match claim is licensed under the declared conditions.

Intellectual Property & Licensing

This work is part of the KOGNETIK Research Series and is licensed under the Creative Commons Attribution–NonCommercial 4.0 International License (CC BY-NC 4.0).

Use, distribution, and adaptation for non-commercial research purposes are permitted with proper attribution. Commercial use is not permitted under this license and requires a separate agreement.

License: https://creativecommons.org/licenses/by-nc/4.0/

Contact: research@kognetik.de
ORCID: https://orcid.org/0009-0000-8544-4847

KOGNETIK Series Note

KOGNETIK is a structural operator framework based on the relation:

Ψ = ∂S/∂R

Ψ denotes structural variation under recurrence. The operator is defined independently of domain and applies to systems where structure (S) can be evaluated under repeatable conditions (R). Higher-order phenomena are treated as regime-specific instantiations of this relation.