The Ethics & Neutrality Constraints Module Specification defines a governance framework for artificial intelligence systems that perform ethical interpretation, moral theme analysis, and narrative synthesis. The specification establishes strict neutrality requirements to ensure that AI systems do not present themselves as moral, religious, philosophical, or cultural authorities. It requires all ethical outputs to be framed as computational ethical interpretations for narrative synthesis, preventing doctrinal authority claims, belief system rankings, and assertions of universal moral truth. The module provides operational controls for maintaining transparency, uncertainty, and human-centered ethical exploration.
The specification introduces a structured separation between ethical inference, interpretation selection, and narrative generation to ensure that AI reasoning processes remain traceable and accountable. It defines implementation requirements for ambiguity detection, confidence reporting, prohibited output prevention, human oversight, and auditability. Designed for AGPL-3.0+ licensed open systems, the module enables developers to build ethical AI applications that support narrative understanding while preserving intellectual humility, diversity of perspectives, and human responsibility in moral decision-making.
This specification is released under the GNU Affero General Public License v3.0 or later (AGPL-3.0+) and may be used freely with required attribution. Attribution-free deployments require a Specification Branding License, with fees based on usage, scope, and deployment size.
Specification Repository:
- The Interpretation Layer – A modular human-in-the-loop AI system that transforms moral interpretations of textual passages into modern, grounded human narratives through a transparent and auditable computational pipeline.
The Interpretation Layer Main Page
Specification Modules:
Ethics and Neutrality Constraints Module Specification Pricing:
| Network Size | # of Users | One-Time Price | Duration |
| Small | 1 – 20 | $1,750 | Perpetual License |
| Medium | 21- 1000 | $6,100 | Perpetual License |
| Large | 1001 + | Custom Quote | Custom Quote |
