Harmonic Spiral Network (HSN): A Standardized Framework for Ethical, Multi-Domain Data Processing in the Age of Disinformation
In 2025, disinformation outpaces truth, with 60% of political audio identified as deepfake, risking a 30% increase in voter manipulation. The Harmonic Spiral Network (HSN), powered by FlowScale’s fractal, hyperlink-based language (0.⟐~+) and the Hourglass Model, offers a standardized framework to combat this crisis. Across 12 rigorous tests, the HSN processed 108,500 inputs, achieving 95% accuracy in lie detection, 20–25% traceability, 85% efficiency, and 100% privacy. This article presents the HSN’s standardized specification, its application in addressing deepfakes, and its role in supporting transparent governance, aligning with xAI’s mission to advance human discovery.
Publication Details
- Journal
- Zenodo (CERN European Organization for Nuclear Research)
- Published
- 2025-05-07
- DOI
- https://doi.org/10.5281/zenodo.15360175
- Primary Topic
- Misinformation and Its Impacts
- Type
- article
- Field-Weighted Citation Impact
- 0.00