burakoktenli / hmaa-governance-engine Public

An operational AI governance engine for real-time authority computation, enforcement, and secure audit in autonomous systems. Six-tier HMAS authority spectrum with Monte Carlo analysis, determinism proof, and compliance audit.

hmaaai-governanceauthority-computationautonomous-systemspatent-pending
3,228 lines 175KB HTML / JS / CSS
main 1 file · Mar 7, 2026
Open Live
hmaa-simulation.html HMAA v2.4 authority computation engine Mar 7, 2026
LICENSE All Rights Reserved · Proprietary Mar 7, 2026
hmaa-simulation.html 3,228 lines · 175KB 
  1<!DOCTYPE html>
  2<html lang="en">
  3<head>
  4<title>HMAA Simulation Dashboard</title>
  5
  6/* HMAA: Human-Machine Authority Architecture
  7 * U.S. Provisional Application No. 63/999,105
  8 * Filed: March 7, 2026
  9 * Inventor: Burak Oktenli (Sole)
 10 * Disclosure DOI: 10.5281/zenodo.18861653
 11 */
 12
 13// Full source: 3,228 lines
README.md

HMAA: Human-Machine Authority Architecture

HMAA is an operational AI governance engine that computes, enforces, and audits authority levels in real-time for autonomous systems. It implements a six-tier Human-Machine Authority Spectrum (HMAS) with hardware-gated actuator command interfaces and cryptographically hash-chained write-once audit logging (SALM).

Patent Status

U.S. Provisional Application No. 63/999,105
Filed: March 7, 2026 · Receipt: 74759595
Status: Submitted, Awaiting Review
Disclosure DOI: 10.5281/zenodo.18861653

Key Features

  • Six-tier HMAS authority spectrum with real-time computation
  • Live calculator with parameter sliders
  • Escalation sweep analysis (E-sweep)
  • EW hysteresis modeling
  • Monte Carlo tier distribution (n=1000, seed=42)
  • Determinism proof verification
  • RTB failsafe timeline
  • Multi-run overlay comparison
  • Fault-tolerance analysis (hysteresis vs. no-hysteresis)
  • Uncertainty quantification / percentiles
  • Complete compliance audit with safety case
  • Scenario library with save/load
  • Reproducibility bundle export

Technical Specifications

  • Language: HTML, JavaScript, CSS (single-file architecture)
  • Dependencies: None (zero external libraries)
  • Runtime: Browser-based, client-side only
  • Lines of code: 3,228

Author

Burak Oktenli
Georgetown University, M.P.S. Applied Intelligence
ORCID: 0009-0001-8573-1667
Contact: info@burakoktenli.com

License

Copyright © 2026 Burak Oktenli. All Rights Reserved. This software is proprietary and protected by pending U.S. patent applications. Viewing and personal evaluation permitted. Commercial use, modification, and redistribution prohibited without written consent.