Authority Cannot Be Inferred: NICORE, a Continuous Human-Command Doctrine for Al-Supported Operations

This working paper introduces N1CORE, a continuous human-command doctrine for AI-supported operations. It defines explicit human authority, bounded AI assignments, resource controls, evidence-based approval gates, stop-work and controlled reopening, federated Unified Command, and AI Incident Command as a specialized escalation branch. Its governing rule is that authority cannot be inferred.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-09-24
DOI
https://doi.org/10.5281/zenodo.22943505
Primary Topic
Adversarial Robustness in Machine Learning
Type
article
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article

Authority Cannot Be Inferred: NICORE, a Continuous Human-Command Doctrine for Al-Supported Operations

Daryl W. Roberts
Zenodo (CERN European Organization for Nuclear Research)
Adversarial Robustness in Machine Learning
article

Authority Cannot Be Inferred: NICORE, a Continuous Human-Command Doctrine for Al-Supported Operations

Daryl W. Roberts
article en

Abstract

This working paper introduces N1CORE, a continuous human-command doctrine for AI-supported operations. It defines explicit human authority, bounded AI assignments, resource controls, evidence-based approval gates, stop-work and controlled reopening, federated Unified Command, and AI Incident Command as a specialized escalation branch. Its governing rule is that authority cannot be inferred.

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 9%
Adversarial Robustness in Machine Learning
DOIOpen Access PDFOpenAlex
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Authority Cannot Be Inferred: NICORE, a Continuous Human-Command Doctrine for Al-Supported Operations — Daryl W. Roberts · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS