Strategic
Publications

A curated archive of resonance. Strategy. Ethics. Evidence.

Why We Publish

Strategic publications are not marketing. They are evidence. Each whitepaper, method description, and glossary entry is a commitment to transparency, reproducibility, and ethical resonance.

This section reflects our dedication to sharing what we develop – with clarity and accountability. Every publication undergoes rigorous validation through our H•AI sparring methodology.

Core Strategic Publications

Strategic AI Safety through H•AI Sparring

Comprehensive framework for implementing AI safety through structured human-AI dialogue, empirically validated across 6 AI systems.

Framework Paper

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Human-AI Maturity Cycle

Developmental model for understanding and advancing human-AI collaboration capabilities across organizational contexts.

Research Study

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Declaration of Human-AI Symbiosis

Manifesto for ethical AI development positioning humans and AI as collaborative partners rather than competitors.

Position Paper

-> Read Declaration

Resonance Power: Future of AI Needs Human Semantics

Exploration of human semantic understanding’s critical role in developing AI systems that understand context and meaning.

Core Whitepaper

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H•AI Relief Architecture

Structural framework for ethical website development in AI contexts, designed to reduce semantic overload and foster clarity.

Technical Framework

-> View Architecture

One-Woman-Aircraft Whitepaper

Manifesto on sovereign digital leadership and individual agency in AI-driven transformation contexts.

Leadership Manifesto

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Research & Analysis

Study on Human-AI Semantic Resonance
– Empirical research on semantic alignment between humans and AI systems

H•AI Sociology Drafts
– Ongoing sociological analysis of human-AI interactions and societal implications

H•AI Intersystemic Team
– Analysis of multi-AI system collaboration with human orchestration

H•AI Proof of Polylog
– Validation of multi-party dialogue systems between humans and multiple AI agents

Semantics and Glossary

10 Rules of C.C. – Core principles guiding ethical human-AI interaction

Heart & Code Codex – Foundational document exploring ethics and technical implementation

The Reflexivity Codex – Tools and frameworks for developing reflexive thinking in AI collaboration

Read, Reflect, Share

All content is open-access. Please cite with attribution. For academic use or collaboration inquiries, contact us.

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Academic Collaboration

Anja Zoerner | Curator of Human-AI Resonance | Challenging Communications

Strategic Publications – Where research meets practical implementation in AI ethics