Resources
Videos, documentation, and learning materials for MyOrb.ai
Videos
Research Papers
Instruments of Self-Awareness for Knowledge-Augmented AI Agents
A Framework for Autonomous Evolution — Malinchak & Vachon, 2026
PREPRINTConstitutional Aspirations: From Constraint to Compass in AI Agent Governance
Aspiration-driven governance, four-layer architecture, Friction Tax Model — Malinchak & Vachon, 2026
RESEARCH PAPER