The full paper is published — read Reliability Architecture. This page remains as a topic hub; the canonical version lives on Main Street Independent.
What this page will cover
The failure-mode names — drift, forgetting, hallucination. The compounding-failure math: a thirty-step process at ninety percent reliability succeeds end-to-end about four percent of the time. The architectural diagnosis: bigger models do not fix architectural problems.
The adversarial review pipeline. The framework discipline that constrains the AI to operations producing verifiable intermediate outputs. The mode dispatch that surfaces alternative framings. Persistent state against forgetting.
Evidence and limits — where the architecture helps a lot, where it helps somewhat, where it cannot help.
Page format
Above-the-fold visual summary; below-the-fold full white paper in continuous scroll. Downloadable PDF link offered, but the full paper exists on this page.