Supplementary Concept Note: AI Command Pyramid

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Authors: Chengyi Ma
Cited by: 0

Abstract

This note is a conceptual supplement to the author’s formal work on latent state regulation in human–AI interaction, focusing on the socio-technical consequences of unequal control literacy. This note provides a high-level conceptual framing that complements the accompanying research memo, without introducing additional empirical results.

Fields of Study & Subjects

Ethics and Social Impacts of AI Human-Automation Interaction and Safety AI in Service Interactions

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
6 January 2026
Language
EN