UN AI-Policy Framework - Built with PRISM

A governance-first model for international AI policy.

Authored by S. Jason Prohaska using PRISM and supporting GPT systems. A framework in which safety constraints are designed as part of the system structure rather than retrofitted, with a stewardship and audit model that preserves human decision authority. This is the draft that should exist.

What PRISM Is

PRISM - the multi-model coherence layer.

PRISM is an ETHRAEON companion system: the multi-model coherence layer. It is the methodology used to compose a single coherent artifact across multiple model perspectives while holding ETHRAEON's constitutional constraints - evidence-first, human-sovereign, no fabrication. This UN-policy framework was drafted through PRISM together with supporting GPT systems.

Multi-model coherence Evidence-first Human-sovereign T5-rigid
Global AI Governance in One Page

Principles for safe, fair, human-centered coexistence with advanced AI.

Draft frameworks align with the UN, NATO, and global standards bodies. The goal is long-term stewardship over short-term power races - shared rules of engagement for sovereign nations. Key elements:

Five principles for coexistence with advanced AI Five stacked principles under a human-centered coexistence header: constitutional frameworks for AI-human coexistence, technical standards for safety and interoperability, ethical guidelines prioritizing human dignity, international enforcement and stewardship mechanisms, and equitable access to beneficial AI technologies. Human-centered coexistence with advanced AI 1 Constitutional frameworks for AI-human coexistence 2 Technical standards for safety and interoperability 3 Ethical guidelines prioritizing human dignity 4 International enforcement and stewardship mechanisms 5 Equitable access to beneficial AI technologies
Five principles for safe, fair, human-centered coexistence with advanced AI, from constitutional frameworks to equitable access.

The framework emphasizes adaptive governance that evolves with technological advancement while maintaining core human values and democratic principles. Governance executes outside the model, fairness is measured by outcomes rather than language, and human sovereignty is preserved via enforced gates.

Standards and Bodies in Scope
UNESCOAI Ethics engagement and review; low-resource language coalitions; cultural and linguistic rights as governance primitives.
ISO / IECJTC 1/SC 42 - AI standards track for governance-first systems with embedded safety constraints.
IEEEEthics standards work for autonomous and intelligent systems.
UN AI governance workstreamsOffice of the Envoy on Technology; the appropriate UN-affiliated working groups for AI governance and safety controls.
NATOAllied-defense governance applicability for safety-constrained AI.
Draft Engagement Letters (authored by Founder)

Two intake tracks - standards, and policy.

Track 1 - Standards. Subject: Submission for Standards Consideration: Governance-first AI systems with embedded safety constraints

To the relevant UN office / liaison,

My name is S. Jason Prohaska, founder of Ingombrante. I am writing to request the correct pathway for submitting a governance-first AI safety framework for international standards consideration.

I have prepared an evidentiary and integrity-recorded submission (hash-registered) describing an architecture in which safety constraints are designed as part of the system structure rather than retrofitted. The submission also describes a stewardship and audit model intended to prevent misuse, support transparency, and preserve human decision authority.

I am specifically seeking guidance on the appropriate route for UNESCO AI Ethics engagement and review, coordination with standards bodies such as ISO/IEC JTC 1/SC 42 and IEEE ethics standards work, and identification of the appropriate UN-affiliated working groups for AI governance and safety controls.

What I can provide immediately upon request: a structured technical summary, a governance and licensing proposal that prioritizes human sovereignty and auditable use, integrity records (hashes, custody logs) and evidence packets for review, and a sector impact outline focused on public benefit deployments.

Respectfully, S. Jason Prohaska, Ingombrante.

Track 2 - Policy. Subject: Request for briefing: Governance-first AI deployment model designed to reduce misuse risk

To the Office of the Envoy on Technology (or appropriate UN contact),

I am requesting a brief intake conversation regarding an AI governance deployment model designed to reduce misuse risk through structural constraints, auditability, and a stewardship network approach.

I can share a written submission that positions safety constraints as architecture-level controls, proposes a governance framework to preserve human decision authority, includes a distribution model balancing access and risk controls, and provides integrity records and documentation practices suitable for legal and policy review.

I am not requesting endorsement. I am requesting guidance on the correct UN process and the right venue for technical-policy review and potential alignment with existing UN AI governance workstreams.

If helpful, I can provide a concise briefing deck and a short evidence packet for preliminary review.

Both letters above are authored by S. Jason Prohaska and reproduced from ETHRAEON source material. They are drafts staged for consideration - never auto-sent.

Substrate Binding

UN / NATO / UNESCO Language Mapper.

This framework is bound to live ETHRAEON substrate, not slideware. The UN / NATO / UNESCO Language Mapper and the Translation and Cultural module operationalize UNESCO language coalitions into runtime governance primitives: each language is a first-class execution surface, performance is evaluated per language rather than globally averaged, and regional governance overlays sit above model behavior. Internationalization spans 13 UNESCO-standard languages (Ukrainian, not Russian).

Authoring systemPRISM (multi-model coherence layer) + supporting GPT systems
Governance estate16 filed / 73 specifications / 9 families
Substrate modulesTranslation and Cultural module; UN/NATO/UNESCO Language Mapper; ETHRAEON Bubble constitutional container
PostureGovernance executes outside the model; human sovereignty preserved via enforced gates
ClassificationOPERATOR / dataroom draft - not a public submission
Contact

For the structured technical summary, the governance and licensing proposal, or the evidence packet referenced above, reach us directly.

[email protected]