FRACTAL STREAM ENGINE

The Problem:
Generative AI makes beautiful content at impossible cost: one minute of 4 K diffusion video can burn $1–3 USD in GPU time. Streaming those results multiplies the waste.

The Solution

The Fractal Stream Engine replaces full-frame regeneration with symbolic-delta streaming. Scenes are stored as harmonic descriptors and only changed areas are updated through ULE feedback (Δφ).

Technical Advantages

• 90–95 % bandwidth reduction; 10× lower GPU load.
  
• Quality preserved through harmonic coherence instead of brute-force pixels.
  
• Compatible with standard codecs and edge hardware.
  

Markets & Use Cases

• Media / Streaming: adaptive 4 K generative video at 10 % cost.
  
• XR & Gaming: dynamic worlds that evolve in real time without frame rebuilds.
  
• Education & Telehealth: immersive environments running on laptops, not datacenters.
  

Value Proposition:
A new “H.265 for AI generation.” FSE is a trillion-dollar sustainability play: less compute, less carbon, same experience.