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The Three-Layer Model

Syntactic – Semantic – Operative Interoperability

The Three-Layer Model provides a universal analytical framework for examining how intelligent autonomous actors achieve structurally coherent collective action.

It separates interoperability into three structurally independent layers:

  • Syntactic Interoperability
  • Semantic Interoperability
  • Operative Interoperability

The model is domain-agnostic and non-normative.


Purpose

The model enables:

  • structured failure analysis
  • separation of integration problem classes
  • responsibility mapping
  • governance evaluation
  • cross-domain comparability

It is intended for analysis, not implementation.


Scope of Applicability

Applicable to:

  • autonomous systems
  • cyber-physical systems
  • intelligent infrastructure
  • distributed coordination networks
  • multi-actor decision systems
  • AI-based interaction systems

Structural Principle

Progress in one interoperability layer does not compensate for failure in another.

Reliable communication does not ensure shared meaning.
Shared meaning does not ensure coordinated action.

Each layer must be assessed independently.


Status

Version 1.0
Conceptually Frozen
Non-Normative Analytical Framework

See MODEL.md for the formal definition.

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