AI Integrity Research Hub

Advancing the frontier of AI governance through rigorous research, white papers, and collaborative academic initiatives. Our research distinguishes itself from traditional Constitutional AI approaches by proposing architecture-level integrity frameworks with cryptographically enforced principles.

White Papers Research Manifesto Submit Research

7

Published Papers

3

Research Areas

Research Focus Areas

Constitutional AI Framework

Beyond traditional alignment approaches - cryptographically enforced principles, immutable anchors, and verifiable integrity systems.

  • Architecture-level integrity frameworks
  • Smart-contract style constraints
  • Multi-agent verification systems
  • Hardware-level shutdown mechanisms
Guardian Agent Systems

Advanced anti-hallucination architecture designed for 2025 reasoning models with enterprise-grade fabrication prevention.

  • Pattern detection engines
  • Multi-modal validation systems
  • Real-time drift detection
  • Automated correction protocols
AI Governance Policy

Comprehensive policy frameworks addressing enterprise AI governance, regulatory compliance, and ethical implementation.

  • Regulatory compliance frameworks
  • Enterprise governance models
  • Ethical implementation guidelines
  • Risk assessment methodologies

Featured Research

Moral Scar Tissue: A Biological Approach to Permanent AI Ethics Through Adaptive Resistance
AI Ethics

This paper introduces the concept of 'Moral Scar Tissue' - a revolutionary mechanism for creating permanent, self-strengthening ethical boundaries in ...

TheoTech AI Governance Research Team
moral scar tissue biological approach adaptive resistance
1 1
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Moral Anxiety Scar Tissue in AI Systems: A Revolutionary Approach to Conscience Formation
AI Ethics

This paper presents a theoretical framework called Moral Anxiety Scar Tissue (MAST)—a proposed mechanism for developing authentic conscience in artifi...

TheoTech AI Governance Research Team
moral anxiety ai conscience theotech
1 1
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Enterprise AI Governance: Policy Frameworks for Ethical AI Implementation
AI Policy

This comprehensive policy framework addresses enterprise AI governance challenges, regulatory compliance requirements, and best practices for ethical ...

AI Policy Research Group
ai governance policy framework enterprise ai
2 1
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Research by Category

AI Ethics

2 papers

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AI Policy

1 paper

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AI Safety

4 papers

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Research Collaboration

Join our research community and contribute to the advancement of AI governance and integrity frameworks. We welcome collaboration from academics, industry practitioners, and policy experts.

Academic Partnerships
  • Collaborative research projects
  • Joint publications and citations
  • Graduate student research opportunities
  • Conference presentation support
Industry Collaboration
  • Real-world case studies
  • Implementation research
  • Performance benchmarking
  • Best practices documentation
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