Documents · Handouts · Posters · Governance

Reference materials supporting the CGA and CGS initiative.

This page collects illustrative handouts, posters, governance documents, and future white papers supporting conceptual validation, pilot planning, and standards development.

Note: some materials on this page are discussion documents intended to support conceptual validation, pilot design, and institutional collaboration. They should be read as explanatory artifacts rather than finalized standards documents unless explicitly marked otherwise.

Handouts

Short, concrete materials designed to explain specific architectural elements or workflows.

Illustrative artifacts

Examples intended to make the epistemic structures and credential artifacts easier to understand in practical terms.

ELO (Epistemic Learning Object) Example An illustrative example of an epistemic learning object and its structural components. Open handout → RC (Reasoning Challenge) Example An example of a structured reasoning challenge used for training and certification contexts. Open handout → EC (Experience Credential) Example An illustrative governed exposure credential showing what is included and what is excluded. Open handout → SEA (Shared Experience Asset) Example Illustrates a couple of SEA examples' metadata. The actual content lives in its own document (blob). Open handout →

Workflow illustration

Process-oriented material designed to clarify how attribution, registries, and governance flows may operate.

EE (Epistemic Engineering) Payments Workflow An illustrative workflow showing attribution, registry metering, and payment distribution concepts. Open handout →

Posters

Conference-facing visual summaries of the core architecture and governance specification.

CGA Poster

A high-level visual overview of the Certification Governance Architecture, including the Gym, Experience Credential, and Arena model.

Certification Governance Architecture (CGA) Poster version suitable for briefings, conferences, and introductory conversations. View poster →

CGS Poster

A governance- and standards-oriented poster describing the Certification Governance Specification and related institutional collaboration model.

Certification Governance Specification (CGS) Poster version highlighting specification structure, working groups, and institutional pathways. View poster →

Governance

Materials that define or support the emerging structure of the initiative rather than serving only as explanatory artifacts.

Consortium charter

The charter is treated as a governance signal rather than just another file. Its primary home is the Consortium section, but it is also listed here for reference.

CGS Founding Consortium Charter (Draft) Draft governance framework for proposed working groups, principles, and participation structure. View draft charter →

Related governance materials

Future audit protocols, participation principles, and specification governance notes can be listed here as they become appropriate to share.

Additional governance materials Coming soon as the consortium structure matures.

White Papers

Longer-form narrative and technical documents supporting the architecture, the standards initiative, and pilot design.

Published white papers

White papers serve a different role than handouts: deeper argument, architecture explanation, and institutional framing — including for medical licensing and FSMB audiences.

The Story Paper: Scalable Certification of Reasoning in the Age of AI Extending Triple-Jump / OSCE-Style Assessment Through AI-Mediated Governance. A governance framework for reasoning-based professional certification at scale. Read paper → Download PDF Download Word

White Paper #1: The Sovereignty of Reason How the Certification Governance Architecture (CGA) saves higher education from the AI-Mastery Monopoly. Written for Deans and Board Executives. Read white paper → White Paper #2: Deep Semantic Compilation (DSC) Neuro-Symbolic Architecture for Deterministic Logic. Technical audit for grant reviewers, NSF/ARPA-H, and Technical Leads. Read white paper → White Paper #3: The Epistemic Engineering Economy (EEE) Scaling Truth: How a Distributed Artifact Marketplace Fuels the CGA. For publishers, professional boards, and university departments. Read white paper → White Paper #4: Dr. Noor & The Living Ledger How the CGA captures the unwritten clinical wisdom of senior experts and turns it into a permanent, globally shared, life-saving asset. For medical educators, clinical faculty, and emeritus faculty. Read white paper →

FSMB Annual Meeting 2026

Materials prepared for medical licensing and state medical board audiences at the FSMB Annual Meeting 2026.

FSMB 2026 — GymGov Landing Page The central argument and all materials for the Federation of State Medical Boards community: why AI-resistant certification matters for physician licensing. View FSMB page →

Need a guided path?

If you are not sure where to start, the Call to Action page provides the clearest route into validation, pilot participation, work groups, or reference implementation discussion.

Go to the Call to Action