Research White Papers

AI Ethics

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

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

1 author 2025

Authors:

TheoTech AI Governance Research Team

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AI Ethics

Moral Anxiety Scar Tissue in AI Systems: A Revolutionary Approach to Conscience Formation

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

1 author 2025

Authors:

TheoTech AI Governance Research Team

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AI Policy

Enterprise AI Governance: Policy Frameworks for Ethical AI Implementation

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

1 author 2025

Authors:

AI Policy Research Group

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AI Safety

Internal State Analysis for Real-Time Hallucination Detection in Large Language Models

We present Internal State Analysis (ISA), a novel approach for detecting hallucinations in Large Language Models (LLMs) by monitoring internal neural ...

1 author 2025

Authors:

Universal AI Governance Research Team

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AI Safety

Guardian Agent Anti-Hallucination Framework - Enterprise-Grade AI Protection System

Guardian Agent represents a breakthrough in AI reliability, delivering enterprise-grade protection against hallucinations with 99.7% detection accurac...

1 author 2025

Authors:

Universal AI Governance Research Team

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AI Safety

How Guardian Agent Knows When AI is Making Things Up - The Semantic Entropy Breakthrough

This white paper explains Guardian Agent's breakthrough approach to detecting AI hallucinations through semantic entropy analysis. Unlike traditional ...

1 author 2025

Authors:

Universal AI Governance Research Team

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AI Safety

Guardian Agent: Community-Driven AI Hallucination Detection - An Open Source Framework for Enterprise-Grade AI Reliability

Guardian Agent represents a paradigm shift in AI safety through open source collaboration. This white paper presents a comprehensive framework for det...

1 author 2025

Authors:

Universal AI Governance Research Team

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