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Judgment Kernel

Judgment Kernel is a structural architecture for accountable decision-making in AI systems.


Core Definition

A Judgment Kernel is a first-class architectural component that authorizes decisions under explicit normative constraints and binds responsibility at the moment of judgment.


Architecture Principle

Inference–Judgment Separation

Inference produces recommendations. Judgment authorizes decisions. Decision executes outcomes.


Concept Structure

Governance Primitive → Judgment Kernel → Judgment Layer → Responsibility Anchor → Accountability Drift


Citation

Nakayama, S. (2026). Structural Governance Terminology Definitions.


Purpose

This repository serves as the canonical terminology source for structural AI governance architecture.


Status

Active research framework. Terminology definitions are stable.

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Structural governance architecture for accountable AI systems

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