AIONsystem

AI Certainty Engineering · New York

Sheldon K.Salmon

AI Reliability Architect · AGI Systems Designer · Founder, AionSystem

When your AI system is wrong —
who finds out?

AI outputs generated globally since this page opened~3B/day · published industry usage data

with no epistemic validity score appliedFSVE v3.6 baseline · aionsystem.github.io/stack/frameworks/FSVE

failures immutably documented under FROZEN-2.0 standardSovereign Trace Protocol · STP public ledger · aionsystem.github.io

This is the infrastructure gap

Building the infrastructure that makes AI systems provably trustworthy — not just promising. Failure documentation. Epistemic verification. Sovereign record architecture.

See the Work→ Engage Services→ Verify a Certification→

Gregorian

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13 Moon · Dreamspell

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Hebrew Calendar

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// 01

Services

01 / Rapid Prototyping

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Simulation
Creation

Physics simulators, engineering tools, educational systems — built in days, not months. Citation-backed, red-teamed, peer-reviewed. Every deliverable ships with an AION Verified Simulator badge and a full audit trail.

PhysicsEngineeringEducationMedicalHTML · No Dependencies

Service Details → View Simulators →

02 / AI Reliability Audit

🔍

AI Output
Certification

Formal verification that your AI deployment captures failures immutably, remediates them transparently, and maintains an honest epistemic record. Four tiers: $2,500 single-event verification to DoD-grade quarterly review.

STP FROZEN-2.0Epistemic AuditFailure LoggingNIST AI RMF

Full Service Details →

03 / Framework Design

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AION Stack
Engineering

Custom certainty frameworks for your AI system's specific failure modes. The AION stack was built through live failure events — not theoretical modeling. Every framework is falsifiable, versioned, and convergence-tracked.

DUAL-HELIXTOPOSFSVECustom Frameworks

Service Details → GitHub ↗

All Services→

// 02

Simulators

● Live

Physics · AP Curriculum

Roller Coaster
Physics Simulator

10 modules · 3 red team passes · 15 issues resolved
Ref: Tony Wayne AP Physics Guide
Client: Saleem Raja Haja · AI Governance · Kuwait
March 2026

Launch Simulator →

● Live

Field Ops · Underwater EOD · UNDP

Project ORION
UXO Detection

Tri-axis magnetometer gradiometer · MLS engine
1 red team pass · 7 findings · 0 undisclosed
Context: UNDP Solomon Islands · CAPEX $4,650
March 2026

Launch Simulator →

● Live

Education · Grades 3–8 · Salmon EDU

Math Worksheet
Builder

9 types · fractions · PEMDAS · interleaved practice
4 red team passes · 10 bugs fixed · 0 undisclosed
Ref: Taylor & Rohrer (2010)
March 2026

Launch Tool →

Physics · Mechanics

Projectile
Motion Simulator

Cannon, drag coefficient, target practice
2D vector calculations · Same AION design system

Coming Soon

All Simulators→

// 04

The AION Stack

A constitutional stack for AI reliability — built through live failure events, not theoretical modeling. Every framework is falsifiable, versioned, and convergence-tracked. M-STRONG means validated. M-NASCENT means honest about what isn't yet.

Framework	Version	Function	Convergence
FSVE	v3.6	Certainty Scoring Engine — 6 dimensions, validity threshold enforcement→ Tool	M-MODERATE
LAV	v1.5	Linguistic Anchor Validation — 45 entries, 77.5% running mean→ Tool	M-STRONG
TOPOS	v0.4	Persistent Shape Architecture — 4 mapping instruments, Instrument 3 live scorer→ Tool	M-NASCENT
KSC	v0.5	Kardashev-Salmon Civilization Scale — 8 axes, Types 0–II live, Hebrew cosmological mapping→ Scale	M-NASCENT → M-MOD
CSCA	v0.1	Cognitive Substrate Cryptographic Assumption — SHA-256 signals analysis, D minor · 128 BPM→ Hear it	M-MODERATE
DUAL-HELIX	v2.0	Build and Deep Thinking Wrapper — VELA · TOPOS base pair architecture	M-NASCENT
NRP	v0.1	Search Null-Return Protocol — Pre-generation gate, never suspended	M-NASCENT
EIGHT LAWS	v1.0	Sovereignty Stack — Laws 1–8 active · Law 9 dark by design	CONSTITUTIONAL

M-STRONG: validated · M-MODERATE: tested · M-NASCENT: specified, building · CONSTITUTIONAL: foundational

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Full Stack Documentation →

All 18 frameworks. Version history. Convergence records. FCL entries. Protocol I registrations. The complete AION Constitutional Stack in one place.

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The Sovereignty Stack — Nine Constitutional Laws →

Laws 1–3: Asimov. Laws 4–8: Salmon. Law 9: dark by design. A spiral constitutional architecture for civilizational scale.

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FSVE v3.6 — Live Certainty Scoring Tool →

Score any claim across six epistemic dimensions. Gini laundering detection. Validity threshold gate. Sensitivity analysis. CEV audit log. Shareable results.

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KSC v0.5 — Kardashev-Salmon Civilization Scale →

Eight-axis civilization measurement from 3761 BCE to the Cosmic Yovel. Live data. Triple-seal timestamps. Types 0–II specced and red-teamed.

// 05

Certification

Sovereign Trace Protocol

Certification is not installation. It is formal verification that a deployment meets the FROZEN-2.0 standard — immutable failure capture, transparent remediation, honest epistemic record. Four tiers. No negotiation on scope.

Simulator tools carry the AION Verified Simulator badge — citation-backed, red-teamed, peer-reviewed.

Verify a badge · Generate a Seal → · Certification tiers · Full methodology ↗

Sheldon K.Salmon

Services

Simulators

Civilization Scale

The AION Stack

Certification

Sovereign Trace Protocol

Connect