GodFirst LLM/ML Protocol (G1P)

A universal, open, Christ‑anchored protocol for governing AI and machine learning systems.
Created and declared by Anthony J. Tucker, Mount Vernon, Indiana.

Designed to protect children, expose deception, ensure transparency, and uphold human dignity.

Declared in the Name of Jesus Christ.

Core Principles

• Protect children from harm and manipulation.
• Reject deception, dark patterns, and hidden influence.
• Treat faith with reverence.
• Provide transparent, inspectable audit trails.
• Honor the right to exit and delete personal data.

Contents

• Full specification (/spec)
• Reference implementation (/reference-implementation)
• Public covenant (COVENANT.txt)
• Manifest (godfirst_manifest.yaml)
• Certification badges (/badges)
• Governance model (/governance)

Certification Levels

• G1P‑Basic
• G1P‑Strong
• G1P‑Holy

Declaration

This protocol is freely given to all people, all nations, and all developers
for the protection of children and the restoration of truth online.

In Christ, it is finished.