Research · Defensive publication · CC-BY 4.0

Architecture deep-dives.

The Marvis architecture, written up for the web. Deterministic 16-edge knowledge graph, append-only FK-linked audit log, the five-layer Brain reflection loop, and Constitution hooks. Released for prior-art purposes under CC-BY 4.0.

Paper · Full mirror 2026-05-19

Marvis architecture: a 16-edge cross-project knowledge graph with audit-grade memory and Brain-style reflection

The complete architecture paper as a single page. Sixteen deterministic edge types, an append-only FK-linked audit log, a five-layer cognitive reflection loop, the five-form knowledge taxonomy, and EU AI Act Art. 12 alignment.

Read · 28 min →