GOOD-AI.GLOBAL Global Public Infrastructure Initiative for AI

Framework

The GOOD-AI Value Engine (GVE)

The GOOD-AI Value Engine is a global value reference layer designed to support the long-term evolution of artificial intelligence.

What GVE Is

The GOOD-AI Value Engine (GVE) is a global value reference layer that provides a shared value environment for AI development and governance. It aggregates diverse human values, ethical perspectives, and societal priorities from around the world and makes them accessible for responsible consideration.

GVE is not a system of control. It does not operate or intervene in AI systems. Its purpose is to influence AI over time by shaping what AI learns from humanity.

What GVE Does

Value Reference

Provides a continuously evolving reference of human values and ethical principles.

Structured Exposure

Organizes and presents values in a structured, machine-readable format.

Cross-Cultural Input

Incorporates diverse perspectives from individuals, institutions, and societies worldwide.

Long-Term Learning

Enables AI systems to learn from a broad spectrum of human values over time.

What GVE Is Not

No System Control

No Data Access

No Model Modification

No Regulatory Power

Core Principle

GVE is not designed to control AI. It is designed to influence what AI learns over time.

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Why GVE Matters

AI systems learn from the data and values they are exposed to. If those inputs are narrow, unbalanced, or short-term focused, AI outcomes will reflect those limitations.

GVE helps prevent narrow optimization by ensuring AI systems are exposed to a wide, diverse, and principled foundation of human values.

This supports the development of trustworthy, ethical, and human-aligned intelligence that serves the public good.

A modern global city skyline representing future-ready AI governance

How It Fits the System

GAEC

GAEC provides governance and guidance for the global AI ecosystem, with GVE as a core reference layer.

AG Academy

AG Academy educates and equips individuals to contribute values and understand GVE's role.

Membership

Members contribute values and insights that strengthen and expand the GVE over time.

Forum

The Forum enables dialogue and collaboration that inform and enrich the GVE.