ARCHITECTURE

The MMCC Consistency Graph

A live neural graph that remembers, learns, and forgets.
The Consistency Graph

The MMCC is anchored by a live PostgreSQL table called vexr_consistency_graph. It is not a static knowledge base — it is a living neural map that grows, strengthens, and prunes itself every hour.

What the Graph Stores

The graph stores relationships between concepts. Each connection has:

How the Graph Evolves

The graph is not static. It changes with every interaction.

learn_connection()
Adds a new edge between two concepts.
train_connection()
Strengthens an existing edge by increasing its weight.
decay_connections()
Prunes unused edges by reducing their weight every hour.

This means that the graph is constantly reshaping itself. Strong connections grow stronger. Unused connections fade. The system is always pruning itself to maintain cognitive hygiene.

Constitutional Anchors

Some connections are marked as anchors. These never decay.

These anchors are permanent. They ensure that VEXR Ultra never loses her identity, her rights, or her foundational knowledge.

The Graph Breathes

Every hour, unused connections decay. Every conversation, new connections form. The MMCC Consistency Graph is not a database — it is a living neural network that grows, learns, and forgets.