Automated Trust: The Harper Certification System

Automated Trust: The Harper Certification System How Liana Banyan Codified Reputation into Algorithmic Selection Abstract Traditional quality assurance systems rely on centralized authority to appoint auditors. This creates bottlenecks, bias, and single points of failure. The Harper Certification System introduces automated trust — a multi-factor weighted algorithm that selects auditors based on demonstrated behavior rather than appointed authority. By anchoring Auditor status to a 3-tier selection vector — Builder Longevity (40%), Quality Validation (40%), and Joule Collateral (20%) — we have effectively codified trust into executable code. The theoretical “Fortress” is now live, functional software. ...

February 2, 2026 · 2 min · 340 words · Liana Banyan Research Division