Whitepapers – GRM Efficiency Series

Whitepapers on Practical Gains Through Visual Structure

While the GRM Foundations establish the theoretical core of the Geometric Ratio Model, the GRM Efficiency Series explores its real-world impact. In a digital world driven by rendering engines, generative AI, and spatial computing, performance isn’t just about speed, it’s about structure.

This series presents applied whitepapers that demonstrate how GRM’s fixed-ratio logic leads to measurable improvements in visual coherence, computational efficiency, and energy consumption. From AI prompts to city layouts, GRM provides not only beauty, but a logic layer that scales.

What this section includes:

• Whitepaper E-I – The Geometry of Intelligence
  (Visual efficiency through GRM in AI, metaverse design, and UX systems)
• Whitepaper E-II – Energy Logic (Coming Soon)
  (Reducing server-side load and rendering cost using GRM-based prompts)
• Whitepaper E-III – Design Harmony Across Interfaces
  (Consistent spacing, scaling, and modularity in UI/UX using SAU and SPU)

Each whitepaper can be requested via info@inratios.com. Access may be limited or subject to conditions. These documents are intended for professionals, researchers, and developers seeking to apply GRM in practice, whether in AI workflows, software tools, or design systems.

“In logic, we save time. In ratio, we save energy.”
— M.C.M. van Kroonenburgh