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April 18, 20260 citationsOpen Access

The Pause Doctrine: Designing the Conditions for Judgment in Intelligent Systems (JAM: Judgment Architecture Model)

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OSOrli Shull

Key Points

  • The central aim is to establish a framework that ensures human judgment is a structural necessity in intelligent systems.
  • Introduced the Pause Doctrine as a framework for system design.
  • Defined core mechanisms: Pause and Gate for facilitating judgment.
  • Established conditions at each Gate that must be met for valid judgment.
  • Developed diagnostic tests for assessing the presence of judgment in systems.
  • Identified that apparent efficiency can mask a lack of genuine human judgment.
  • Demonstrated that systems can operate without accountability, leading to judgment failure.
  • Outlined the importance of clear identification of judgment mechanisms to ensure accountability.

Abstract

This document presents the Pause Doctrine, a framework for designing intelligent systems that structurally require human judgment, rather than merely simulate it. Modern systems often claim human oversight, yet in practice, human presence does not guarantee that genuine judgment is being exercised. A human may be present in a process without holding authority, without sufficient conditions to decide, or without accountability for the outcome. This creates an illusion of oversight while decisions continue without meaningful human responsibility. The Pause Doctrine addresses this failure by defining judgment as a structural condition of a system rather than a feature. It introduces two core mechanisms: The Pause — a structural interruption that prevents a system from proceeding without a human decision The Gate — a boundary at which judgment must occur under defined conditions At every Gate, four conditions must be satisfied: the system pauses authority is assigned to a specific individual conditions for judgment are verified the decision is recorded To operationalize this, the framework defines: Gate Triggers — when judgment must be required Gate Outcomes — what a decision-maker can do Levels of Judgment — how judgment scales with impact and risk Together, these form the JAM (Judgment Architecture Model) — a system design model that ensures critical decisions cannot proceed without human judgment. This framework identifies a key failure mode: Judgment failure often appears as successful system performance. Systems may operate efficiently while bypassing judgment entirely, resulting in the erosion of accountability. The Pause Doctrine provides a diagnostic test for determining whether judgment is structurally present in a system. If a system cannot clearly identify where it pauses, who holds authority, what conditions must be met, and where decisions are recorded, then judgment is not present — it is simulated. This framework defines the structural conditions required for judgment to exist in intelligent systems.

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Cite This Study

Orli Shull (2026) studied this question.

synapsesocial.com/papers/69e3216540886becb6540ab0https://doi.org/10.5281/zenodo.19600704
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