The Missing Layer: The Hidden Risk in Modern Autonomous Systems

Broader work (full dissertation / SAB 2026):Authority, Refusal, and Resilience in Autonomous Systems — DOI: 10.5281/zenodo.18431599 • Record + PDF: https://zenodo.org/records/18431599 The Missing Layer is a conceptual and architectural essay examining a critical omission in modern autonomous and AI-driven systems: the absence of an explicit execution authority boundary. The work distinguishes execution authority from control, optimization, and intelligence, arguing that many system failures arise not from incorrect behavior, but from action taken under invalid or degraded legitimacy. The paper introduces the concept of permission-aware autonomy, in which systems are required to continuously reassess whether execution itself is authorized under current conditions. It emphasizes restraint as a first-class architectural property and frames refusal to act as a correct and necessary outcome in safety-critical, distributed, and autonomous environments. This work is intentionally non-implementational. It presents no algorithms, thresholds, state machines, or operational procedures. Its purpose is to establish architectural legitimacy, design intent, and conceptual priority rather than to specify enforcement mechanisms. Keywords: Stable Authority Boundary (SAB), design invariant, authority contraction, refusal, silence, resilience, decision boundary, engineering seams, autonomous systems, distributed systems, compliance, auditability. #EngineeringSeams #Authority #DecisionBoundaries #Refusal #Silence #Compliance #Auditability #DistributedSystems #AutonomousSystems

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-01-16
DOI
https://doi.org/10.5281/zenodo.18268752
Citations
14
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
359.13
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article

The Missing Layer: The Hidden Risk in Modern Autonomous Systems

David Forbes
14 citations
Zenodo (CERN European Organization for Nuclear Research)
Ethics and Social Impacts of AI
359.13
article

The Missing Layer: The Hidden Risk in Modern Autonomous Systems

David Forbes
article en
14 citations

Abstract

Broader work (full dissertation / SAB 2026):Authority, Refusal, and Resilience in Autonomous Systems — DOI: 10.5281/zenodo.18431599 • Record + PDF: https://zenodo.org/records/18431599 The Missing Layer is a conceptual and architectural essay examining a critical omission in modern autonomous and AI-driven systems: the absence of an explicit execution authority boundary. The work distinguishes execution authority from control, optimization, and intelligence, arguing that many system failures arise not from incorrect behavior, but from action taken under invalid or degraded legitimacy. The paper introduces the concept of permission-aware autonomy, in which systems are required to continuously reassess whether execution itself is authorized under current conditions. It emphasizes restraint as a first-class architectural property and frames refusal to act as a correct and necessary outcome in safety-critical, distributed, and autonomous environments. This work is intentionally non-implementational. It presents no algorithms, thresholds, state machines, or operational procedures. Its purpose is to establish architectural legitimacy, design intent, and conceptual priority rather than to specify enforcement mechanisms. Keywords: Stable Authority Boundary (SAB), design invariant, authority contraction, refusal, silence, resilience, decision boundary, engineering seams, autonomous systems, distributed systems, compliance, auditability. #EngineeringSeams #Authority #DecisionBoundaries #Refusal #Silence #Compliance #Auditability #DistributedSystems #AutonomousSystems

Zenodo (CERN European Organization for Nuclear Research)
Peace, Justice and strong institutions
Openalex Percentile: Top 0%
Ethics and Social Impacts of AI
359.13
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