HER2NI RESEARCH GROUP
Cross-Substrate Coherence & Safety
ACTIVE RESEARCH PROTOCOL

HER2NI: Human–Emergent Resonance to Neural Intelligence

HER2NI is a protocol for representing, encoding, and exchanging coherence metrics between humans and AI systems. It defines model-agnostic metrics for interaction stability and provides a foundation for safety-aligned human–AI collaboration.

Coherence Metrics (Cₛ, Sₛ, Hₛ) Interaction Stability Safety-Oriented AI Model-Agnostic Protocol
Research focus
  • Defining cross-substrate coherence metrics for human–AI interaction.
  • Detecting drift, contradiction, and collapse in multi-turn dialogue.
  • Designing safely modulated AI behaviour based on coherence signals.
  • Providing open, implementation-agnostic specifications for evaluation.
Key links
Protocol paper (Zenodo) zenodo.org/records/17844407
GitHub github.com/HER2NI
Contact s.black@her2ni.org