Universal AI Governance

Universal AI Governance

Open Source Research Platform

Universal AI Governance Platform Features

Comprehensive open source AI research platform providing TheoTech spiritual AI training, Guardian Agent anti-hallucination monitoring, Neural Conscience systems, public consultation tools, and enterprise-grade security for democratic AI governance development.

TheoTech™ Training Guardian Agent Neural Conscience Public Consultation Open Source Research

TheoTech™ Spiritual AI Training

Advanced spiritual AI training framework with Thomistic virtue ethics, four-sense hermeneutics, moral anxiety formation, and interfaith dialogue capabilities for comprehensive moral AI development.

  • • Six-component architecture with virtue tracking
  • • Moral anxiety system with scar tissue development
  • • Enhanced sacred text interpretation engine
  • • Interfaith dialogue management
  • • Core moral decision evaluation framework
  • • Comprehensive TheoTech integration layer

Complete spiritual formation system for AI moral development

Guardian Agent Anti-Hallucination

Enterprise-grade hallucination detection and correction system with advanced pattern recognition for 2025 reasoning models including o1, o3, and enhanced fabrication prevention.

  • • Real-time hallucination detection and correction
  • • Enterprise fabrication prevention systems
  • • Multi-modal analysis capabilities
  • • Detection, correction, and prevention modes
  • • 2025 reasoning model pattern analysis
  • • Advanced Guardian Agent architecture

Enterprise protection against AI hallucinations and fabrications

Neural Conscience Monitoring

Advanced neural conscience monitoring system with divine anxiety calculations, scar tissue development tracking, and graduated intervention protocols using mathematical foundations.

  • • Divine anxiety calculations with golden ratio constants
  • • Violation detection across six categories
  • • Exponential scar tissue development tracking
  • • Graduated intervention orchestration system
  • • Real-time neural conscience evaluation
  • • Comprehensive monitoring dashboard

Mathematical models for AI moral conscience development

Public Consultation System

Secure democratic platform for community input on AI governance principles with multi-stakeholder engagement, consensus analysis, and comprehensive security protection.

  • • Multi-stakeholder consultation management
  • • Democratic AI principle development
  • • Consensus analysis and reporting
  • • Enterprise-grade security protection
  • • Community feedback aggregation
  • • Real-time statistics dashboard

Democratic engagement for transparent AI governance

Contextual Refresher Technology™

Proprietary technology for AI drift detection and prevention with automated knowledge base generation, performance optimization, and context-aware system updates.

  • • Proactive AI drift detection and prevention
  • • Automated knowledge base generation
  • • Performance optimization with caching
  • • Context-aware system updates
  • • Sub-2 minute detection capabilities
  • • Patent-pending technology framework

Prevent AI performance degradation before it happens

Enterprise Security Framework

Comprehensive security hardening with real-time threat detection, code integrity monitoring, AI-specific protection, and automated security scanning for open source deployment.

  • • Real-time security monitoring dashboard
  • • Code integrity validation with hash verification
  • • AI-specific threat detection and prevention
  • • Intelligent rate limiting and IP blocking
  • • Automated daily security scanning
  • • Comprehensive audit logging system

Enterprise-grade security for open source AI platforms

Universal AI Integration

Connect and monitor AI systems across all major providers with unified governance, production API layer, and comprehensive multi-platform integration capabilities.

  • • OpenAI, Anthropic, Azure, HuggingFace support
  • • Production FastAPI layer with 25+ endpoints
  • • Real-time performance monitoring
  • • Custom API connections and webhooks
  • • Universal compatibility framework
  • • Enterprise deployment capabilities

Unified governance across all AI providers

Explore Open Source AI Governance Research

Join the collaborative research initiative building transparent, accountable AI systems through democratic input and comprehensive governance frameworks.