About Univault Research Lab
Advancing Personal Data Sovereignty & Consciousness-Aware AI
Our Mission
Univault Research Lab is a research initiative dedicated to advancing personal data sovereignty and consciousness-aware AI technologies. We research, develop, and publish technologies that put individuals in control of their digital lives while enabling breakthrough AI capabilities.
Who We Are
We are a research lab focused on developing technologies across multiple domains: consciousness & AI research, data sovereignty research, and protocol & security research. Our research spans from foundational models like the General Learning Encoder (GLE) to practical applications in hardware-to-AI transformation.
What We Do
Research & Development
- •Consciousness & AI Research (GLE, Breathing Auth, EEG Challenge)
- •Data Sovereignty Research (Personal AI, Privacy Architecture)
- •Protocol & Security Research (SRPT, Quantum-Safe Privacy)
- •Applications (Bagle.com, MirrorAI, RIIF)
Research Publications
- •EEG Foundation Challenge 2025 - Verified benchmarks
- •Breathing Authentication (Current Biology 2025)
- •GLE Technology - Foundation model research
- •Open-source repositories and findings
Core Principles
Ownership
We believe personal data belongs to individuals, giving them complete control over how it's used, shared, and preserved.
Privacy
Like DNA passed through generations, personal data carries unique information that defines us and must be protected accordingly.
Security
We implement robust security measures to protect personal data at every stage—from generation to storage.
Universal Access
We ensure personal data can be accessed securely by authorized AI systems and services while maintaining individual control.