Human-Anchored Stabilization Framework for High-Risk Decision Systems
Neotro Engine™ is a human-anchored stabilization framework for high-risk decision environments where information overload, time pressure, and automated optimization can destabilize human judgment.
It defines operational principles for preserving human interpretability, responsibility, and decision stability under extreme conditions.
Neotro Engine™ is a reference framework, not an executable software system, automated decision-making service, or operational product.
This Zenodo record constitutes the canonical, timestamped public archive of the framework.
Zenodo archive (Concept DOI — all versions): https://doi.org/10.5281/zenodo.18368754
Zenodo v1.2 (Version DOI): https://doi.org/10.5281/zenodo.18368755
Neotro Engine™ is a human-anchored stabilization framework for high-risk decision environments. It addresses situations where information overload, time pressure, and automated optimization can destabilize human judgment rather than support it.
The framework formalizes principles for maintaining human coherence, interpretability, and decision stability under conditions of systemic stress.
This repository documents:
- Conceptual architecture of the Neotro Engine™ framework
- Operational principles for human-centered stabilization
- Design assumptions for high-risk decision systems
This repository does not provide executable software or reference implementations.
The following are explicitly outside the scope of this work:
- Performance optimization of automated decision systems
- Replacement of human judgment with algorithmic outputs
- Benchmarking or competitive evaluation of models
- Production-ready code artifacts
If you use or reference this work, please cite the canonical Zenodo record:
Zenodo Archive (Concept DOI – all versions):
https://doi.org/10.5281/zenodo.18368754
Neotro Engine™ is intended to support human decision-makers, not to automate or override them.
Use in fully autonomous or opaque decision pipelines is discouraged.
Creative Commons Attribution–NonCommercial–NoDerivatives 4.0 International (CC BY-NC-ND 4.0)
This repository is a reference framework (documentation only), not an executable software system.
See LICENSE for details.
License updated: 2026-01-25 (MIT → CC BY-NC-ND 4.0)