Resources
Videos, documentation, and learning materials for MyOrb.ai
Overview
AI Provides the Compute. Orbs Provide the Content.
Why general-purpose AI still forgets you — and how personality-based sovereign entities preserve identity and wisdom — Malinchak, 2026
EDITORIALInside the Orb Architecture
MCP + agent, aspirations, ledger, self-learning, and runtime — Malinchak & Vachon, 2026
OVERVIEWThe Orb Lexicon
The canonical vocabulary for the Vault-race architecture — dotHelix, Flux, Positron Interflux, and more
LEXICONVideos
World Meet Orbs
Introduction to the Orb ecosystem and vision
Orbs, Explained
A short walkthrough of the concept and what Orbs can do
Attention Isn’t All We Need
On attention, context, and why Orb curriculum goes beyond the transformer paper
Charles Orb Demo
Live demonstration of Charles Orb in action (Oct 2025)
CCGTM IRA Life Use
Freybot on renting IRA holdings you would keep anyway — extract only the income for daily life, not the principal.
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 PAPERThe Sovereign Noosphere: Collective Intelligence at Planetary Scale without Erasure of Individual Identity
The Borg Problem, Continuous Paradigm Collapse, Empathy Matrix — Malinchak & Vachon, 2026
PREPRINTEditorials
Orbs Beyond the Assistant
Why the personal assistant was the starting line — institutions not assistants, the orb-to-orb economy, and the fiduciary mind — Malinchak, 2026
EDITORIALRecursive Self-Improvement Is the Right Fear — If the Thing That Recurses Is the Model
On Faraday, Constitutional Aspirations, and why the engine is not the entity — Malinchak, 2026
EDITORIALThe Topography the Storm Needed
On invention, voids, and the meteorology of building something that matters — Malinchak, 2026
EDITORIALYou Already Knew How AI Works, I Just Showed You.
On attention, context, and why AI feels familiar — Malinchak, 2026
EDITORIAL