What is QHi.life?
QHI Life began as a question: can intelligence be modeled through energy and geometry rather than code alone?
TFIF – The Core Engine
The answer became the Tobias Fractal Intelligence Framework (TFIF)—a unifying model connecting computation, physics, and biology through harmonic recursion—and its companion, the Universal Life Equation (ULE), an energy-conservation law for self-organizing systems.

Today QHI Life operates as a research collective and IP lab, developing applied technologies in:
- Fractal computing and symbolic AI
- Energy-accounted neural simulation (BIF)
- Generative streaming and compression (FSE)
- Harmonic hardware acceleration (UFA v3)
Mission: bring coherence back to technology by aligning it with the same harmonic principles that structure life.