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

EDITORIAL

Inside the Orb Architecture

MCP + agent, aspirations, ledger, self-learning, and runtime — Malinchak & Vachon, 2026

OVERVIEW

The Orb Lexicon

The canonical vocabulary for the Vault-race architecture — dotHelix, Flux, Positron Interflux, and more

LEXICON

Videos

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

Interviews

What the Heck Are AI Orbs?

What happens to us when AI is more capable than us? A conversation on human-shaped AI after the chatbot tab. Interview by Maya Kwon, July 2026

INTERVIEW

Research Papers

Instruments of Self-Awareness for Knowledge-Augmented AI Agents

A Framework for Autonomous Evolution — Malinchak & Vachon, 2026

PREPRINT

Constitutional Aspirations: From Constraint to Compass in AI Agent Governance

Aspiration-driven governance, four-layer architecture, Friction Tax Model — Malinchak & Vachon, 2026

RESEARCH PAPER

The Sovereign Noosphere: Collective Intelligence at Planetary Scale without Erasure of Individual Identity

The Borg Problem, Continuous Paradigm Collapse, Empathy Matrix — Malinchak & Vachon, 2026

PREPRINT

Editorials

The Topography the Storm Needed

On invention, voids, and the meteorology of building something that matters — Malinchak, 2026

EDITORIAL

You Already Knew How AI Works, I Just Showed You.

On attention, context, and why AI feels familiar — Malinchak, 2026

EDITORIAL

Documentation

Vault Orb: User Workflow & First Session Guide

Architecture, first session walkthrough, and the self-healing loop — Malinchak & Vachon, 2026

DOCUMENTATION