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issdandavis/README.md

Issac Daniel Davis

AI Governance · Outcome-Driven LLM Security · Port Angeles, WA

npm PyPI HF Dataset USPTO ORCID LinkedIn

I help you stop your AI from costing you a lawsuit.

🛒 Shop & Services · 📧 Email · 🌐 aethermoore.com


🎯 What I sell

Three outcome-first productized solutions. Real pricing, no "request a quote," no sales deck.

Solution Price Who it's for
CX Refund Guardrail $500–5,000/mo SaaS teams running AI support. Stop your chatbot from promising refunds it can't deliver. Built after Moffatt v. Air Canada.
ISO 42001 Evidence Service $50K–150K/yr Banks, insurers, and regulated enterprises. Audit-ready documentation for ISO 42001, SR 11-7, EU AI Act.
AI Red Team as a Service $5K–50K/engagement Mid-market SaaS with LLM features. Adversarial test suite, written findings, fixed 4-week window.

Buy it now, no call required: Governance Toolkit ($29) · Training Vault ($29) · training data at $99 / $299 / $999 (Lore Verbatim Pack, Technical Core, Red Team Fortress) · and the novel that teaches the framework through story (The Six Tongues Protocol).

→ Full shop


🤝 Custom work

I also take on custom AI projects. I cover my own AI API costs — clients don't pay for OpenAI or Anthropic tokens on top of my rate.

  • Fixed-scope project — flat price after a 30-minute scoping call. $2,500–$15,000 typical.
  • Hourly consulting — $150/hour for strategic work, code review, architecture.
  • Monthly retainer — ~20 hours/month, $2,500/month. Dedicated Slack, priority response.

→ Email me about your project


🔐 SCBE-AETHERMOORE — the framework underneath it all

Patent pending: USPTO provisional #63/961,403, filed 2026-01-15. Sole inventor. · MIT licensed

Every AI action passes through 14 mathematical layers in a Poincaré ball model. Safe behavior clusters near the center. Adversarial drift hits a super-linear cost wall. The framework can't be fooled by prompt injection because it doesn't classify intent — it measures geometric distance from trusted-behavior space.

H(d,R) = R^(d²)

Install:

npm install scbe-aethermoore
pip install scbe-aethermoore

Quick score:

import { harmonicScale } from 'scbe-aethermoore/harmonic';
const score = harmonicScale(2.5, 0.1); // 0.238 = elevated risk
// 1.0 = trusted center · 0.0 = boundary

Test suite: 13,960 Python tests and 6,504 TypeScript tests across 6 tiers (L1-basic → L6-adversarial). Python collection currently reports 2 errors; the nightly suite is the authority.

Measured honestly: hyperbolic distance did not beat cosine similarity on trust AUC in our own benchmarks. The claim is that the mechanism works as described — not that it wins every metric. Nulls are published next to the wins.

→ SCBE-AETHERMOORE repo · → Interactive demos · → Research


🧭 The unified story

Three domains. One pattern: bounded AI inside governed loops.

Domain Project Role
AI Governance SCBE-AETHERMOORE Hyperbolic control plane — adversarial behavior becomes geometrically expensive
Inference Orientation Polly (assistant) Route-first operator that sits in front of site flows — sees every page, maps intent to catalog
Agent Orchestration HYDRA (inside SCBE) Swarm coordinator — 6-agent teammate AI in flock/assistant lanes

📚 Other things I build

  • The Six Tongues Protocol — 70K-word novel that teaches the SCBE framework through story. 22 chapters. Same vocabulary as the codebase.
  • PHDM-21D Embedding Model — 21-dimensional Poincaré Ball embedding: 6D hyperbolic + 6D phase + 3D flux + 6D audit.
  • Hyperbolica — Hyperbolic geometry primitives.
  • Six Tongues GeoSeal — Bijective tokenization + context-aware encryption.
  • AetherBrowser — Governance-aware browser runtime.
  • AI Arena — 9-model debate sandbox. BYOK. Runs in your browser.

🛠️ Stack & workflow

I build from a Chromebook with 2.7GB of RAM. Heavy compute runs on HuggingFace, Google Colab, and GitHub Actions. I don't write code directly — AI writes it, I architect and make decisions. You don't need a fancy machine to build real things.

  • Language: Python + TypeScript
  • Tests: 20,000+ across 6 tiers (L1-basic through L6-adversarial)
  • CI: GitHub Actions
  • Training: QLoRA on HF, fine-tunes published to huggingface.co/issdandavis
  • Published on HuggingFace: 23 datasets and 17 fine-tuned models — pinned by eval evidence, not download count
  • Distribution: npm + PyPI + HuggingFace + direct from aethermoore.com

📫 Where to find me

Platform Handle
Email aethermoregames@pm.me
LinkedIn issac-davis-scbe-aether
GitHub issdandavis
HuggingFace issdandavis
Kaggle issacizrealdavis
Ollama issdandavis7795
YouTube @id8461
Site aethermoore.com

Built in Port Angeles, WA · Patent pending USPTO #63/961,403 · MIT licensed framework · Direct from me to you

Pinned Loading

  1. scbe-aethermoore-demo scbe-aethermoore-demo Public

    Interactive SCBE-AETHERMOORE demos — 14-layer pipeline, tongue heatmap, harmonic wall, swarm formations. Try at aethermoorgames.com

    HTML 1

  2. Kiro_Version_ai-workflow-architect Kiro_Version_ai-workflow-architect Public archive

    Full-stack AI orchestration platform with autonomous AI control, self-improvement developer mode, and multi-provider support

    TypeScript

  3. phdm-21d-embedding phdm-21d-embedding Public

    PHDM 21-Dimensional Embedding Model — Poincaré Hyperbolic Disk with 6-tongue position, 6-phase, 9-telemetry canonical state.

    Python 1

  4. six-tongues-geoseal six-tongues-geoseal Public

    SCBE-AETHERMOORE cryptographic toolkit: Six Sacred Tongues bijective tokenization + GeoSeal context-aware encryption for secure AI-to-AI messaging. PQC-ready.

    Python 1

  5. spiralverse-protocol spiralverse-protocol Public archive

    AI-to-AI communication protocol with 6 Sacred Tongues, multi-signature verification, 6D vector navigation, and polyglot alphabet. Core infrastructure for swarm robotics coordination and autonomous …

    TypeScript

  6. SCBE-AETHERMOORE SCBE-AETHERMOORE Public

    Geometric AI governance and evaluation framework with a 14-layer security pipeline, semantic projection, and reproducible benchmark lanes.

    Python 7 2