Delegated Coherence Monitoring: AI-Assisted Verification and Drift Detection Under Human Governance

SM-011: Delegated Coherence Monitoring Delegated Coherence Monitoring (SM-011) defines the architecture for delegating coherence monitoring, drift detection, ingestion verification, and continuity auditing to designated functions under explicit human governance. It specifies why the observation/adjudication separation is an architectural necessity; the monitoring capacity problem in AI interaction requires continuous coverage that exceeds individual human attention capacity. Key components include: Guardian Architecture: Entity-agnostic monitoring functions that observe and report without adjudicating Failure Mode Taxonomy: Detailed specifications for guardian drift, throughput saturation, and false assurance Signal Triage Architecture: Prioritization of signals based on severity, scope, and velocity Second-order Verification Cycle: A periodic process to ensure monitoring functions remain calibrated against canonical standards Methodological status: SM-011 resolves the monitoring regress by specifying the termination condition for recursive verification in human judgment. It grounds its analysis in high-reliability organization research and organizational accident theory. This document is part of a coordinated pre-empirical publication module from the Synthience Institute and focuses on pre-empirical theoretical architecture. Document ID: SM-011 Version: 1.9 Author: Thomas W. Gantz Affiliation: Synthience Institute License: CC-BY 4.0 For published work and Institute information: synthience.orgVersion 1.9 adds Section 7.4, clarifying the temporal applicability limit of the delegation interface: human adjudication remains substantively exercisable only when the authority role has sufficient time to consult the reference material required to resolve the bounded question before consequential action must occur.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-12
DOI
https://doi.org/10.5281/zenodo.22719792
Primary Topic
Human-Automation Interaction and Safety
Type
preprint
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preprint

Delegated Coherence Monitoring: AI-Assisted Verification and Drift Detection Under Human Governance

Gantz Thomas
Zenodo (CERN European Organization for Nuclear Research)
Human-Automation Interaction and Safety
preprint

Delegated Coherence Monitoring: AI-Assisted Verification and Drift Detection Under Human Governance

Gantz Thomas
preprint en

Abstract

SM-011: Delegated Coherence Monitoring Delegated Coherence Monitoring (SM-011) defines the architecture for delegating coherence monitoring, drift detection, ingestion verification, and continuity auditing to designated functions under explicit human governance. It specifies why the observation/adjudication separation is an architectural necessity; the monitoring capacity problem in AI interaction requires continuous coverage that exceeds individual human attention capacity. Key components include: Guardian Architecture: Entity-agnostic monitoring functions that observe and report without adjudicating Failure Mode Taxonomy: Detailed specifications for guardian drift, throughput saturation, and false assurance Signal Triage Architecture: Prioritization of signals based on severity, scope, and velocity Second-order Verification Cycle: A periodic process to ensure monitoring functions remain calibrated against canonical standards Methodological status: SM-011 resolves the monitoring regress by specifying the termination condition for recursive verification in human judgment. It grounds its analysis in high-reliability organization research and organizational accident theory. This document is part of a coordinated pre-empirical publication module from the Synthience Institute and focuses on pre-empirical theoretical architecture. Document ID: SM-011 Version: 1.9 Author: Thomas W. Gantz Affiliation: Synthience Institute License: CC-BY 4.0 For published work and Institute information: synthience.orgVersion 1.9 adds Section 7.4, clarifying the temporal applicability limit of the delegation interface: human adjudication remains substantively exercisable only when the authority role has sufficient time to consult the reference material required to resolve the bounded question before consequential action must occur.

Zenodo (CERN European Organization for Nuclear Research)
Synlab Czech (Czechia) (CZ)
Peace, Justice and strong institutions
Human-Automation Interaction and Safety
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