The Open PMC Protocol proposes the Personal Mentoring Cell as a new basic unit of education for the AI age — a small, mentor-led group of four to twelve learners, capable of supplementing, hybridising with, or eventually replacing the industrial-age classroom where context permits.
The protocol specifies what every PMC cell must have: a consistent mentor relationship, a structured Intentionality Phase, a multi-dimensional Whole-Life Success Profile, an explicit vocabulary for the drift/awakening distinction, a two-function AI toolkit (one learner-facing, one cell-facing Organisation Brain), cell-owned data, and an optional pathway to contribute to the Open PMC Commons.
Zero-cost public school adaptation: The protocol is fully adaptable to high-density public school environments (1:24 to 1:36 ratios) through on-site alternating campus shifts — no new hires required for the pilot phase.
Everything else — vocabulary, worldview, curriculum, content, AI tools — is the implementing community's own decision.
The Open PMC Protocol is not a product, franchise, school chain, or proven system at scale. It is an open design standard — shared freely so that communities worldwide can begin building the evidence that validates, refines, or improves it.
It is not Peconaqri. Peconaqri is one specific implementation of this protocol — the reference design, using Game of Life, NPC/PC, and Cube of Life language. A Muslim community using ghafla and taqwā, a Buddhist cell using avidyā and bodhi-citta, a government school using System 1 and System 2 — all are implementing the Open PMC Protocol. None requires Peconaqri.
This protocol is a design proposal, not a proven system with operational data at scale. The communities that build are the communities that generate the evidence.
Every Personal Mentoring Cell must meet all seven requirements. An implementation that meets all seven is a PMC cell regardless of vocabulary. An implementation that omits any one of them is not implementing the Open PMC Protocol.
4–12 learners · 1 consistent mentor · consistent schedule · consistent space. The relationship is the foundation.
Before every learning cycle, every learner consciously chooses active engagement over passive reception. The structural counter-measure to algorithmic capture.
A multi-dimensional account of flourishing covering at minimum self, community, and natural world. Examination grades alone are structurally insufficient.
An explicit vocabulary for the distinction between unconscious drift and intentional living — in whatever language the community genuinely holds.
Minimum: one learner-facing AI function + one cell-facing Organisation Brain. Compounds institutional knowledge across cohorts.
The cell owns its canonical data. The AI model is the interface, not the record of truth. All authoritative records live in cell-owned storage.
Voluntary. Anonymised pattern-level insights only — never raw data. The cell that contributes grows the commons for everyone; the cell that does not contribute still benefits from what others have shared.
Any community can implement the Open PMC Protocol. The three tiers reflect different relationships to Peconaqri's vocabulary and brand — not different levels of quality or commitment.
The Open PMC Protocol Reference Specification (v1.0, June 2026) contains the full seven-pillar specification, the learning cycle, the four variable dimensions, the cell hierarchy, the AI toolkit architecture, the data governance rules, and the licensing terms.
CC BY 4.0 · June 2026 · Published by Peconaq Inc.
Attribution required: "Based on the Open PMC Protocol, published by Peconaq Inc. at peconaq.org under CC BY 4.0."
The Open PMC Protocol is being developed in public at drleejin.substack.com. The following posts form the core canon.
Why a 91-year-old woman grasped AI learning faster than most school-trained adults — and what that reveals about the system we are replacing.
Read on Substack →Three structural failures of the industrial classroom — and what follows from each in the age of AI and algorithmic capture.
Read on Substack →What a Personal Mentoring Cell is, how its seven pillars work, and how any community can implement it in their own vocabulary.
Read on Substack →Government school restructuring, three regulatory contexts, three adoption modes, and the economic reframe for ministries of education.
Read on Substack →How Islamic, Christian, Jewish, Buddhist, Hindu, and secular communities can implement the protocol in their own authentic vocabulary.
Read on Substack →Five tradition-specific implementation guides — Buddhist, Islamic, Christian, Hindu, Jewish/Sikh/Secular — each a complete Tier 1 starting kit.
Read on Substack →Any implementation involving minors must comply with local education law, safeguarding requirements, parent or guardian consent, data protection rules, and age-appropriate AI platform policies. The Open PMC Protocol is an educational design proposal, not a substitute for legal, professional, clinical, or religious authority.