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Inratios

  • Current Page Parent Blog
  • My Theories
    • Relational Systems Theory
      • Relational Systems Theory (RST): A Framework for Coherence Through Proportion and Relation
      • Whitepaper – Relational Systems Theory (RST)
    • The Coherence Integrity Principle (CIP)
      • Official Pitch CIP
      • Whitepaper – The Coherence Integrity Principle
  • My Models
    • Geometric Integrity Framework
      • Geometric Integrity Framework – Timestamp & Registration
    • The Geometric Ratio Model
      • Official Pitch – Geometric Ratio Model
      • Whitepapers – Geometric Ratio Model
        • Whitepapers GRM Foundations
          • Whitepaper 1 – Geometric Ratio Model
          • Whitepaper 2 – The role of the radius in the Geometric Ratio Model (GRM)
          • Whitepaper 3 – GRM as a Digital Geometry Paradigm
          • Whitepaper 4 – Applying Fixed-Ratio Logic to Enclosed Non-Circular Shapes
          • Whitepaper 5 – Volume Estimation Without Displacement
        • Whitepapers – GRM Efficiency Series
          • Whitepaper Efficiency I – The Geometry of Intelligence
      • Application Proposals
        • Shape Recognition in AI Systems
        • Pixel-Based Ratio Measurement
        • Proportional Design with the GRM
        • Classification Tolerance and Deviation Handling in GRM-Based Shape Analysis
        • Natural Fit Ratio in Visual Composition
      • Articles & Insights
      • Tools & Applications of GRM
        • GRM Open Usage Framework v1.0
        • Pi-Free Geometry Assistant (GPT)
        • GRM Visual Designer (GPT)
        • Visual Geometry Compiler (GPT)
        • GRM Prompt Templates for AI Integration
        • GRM JSON Handbook (v1.0)
        • GRM JSON Data & Schema (v1.0)
      • Visual Impact (Examples)
      • Copyright & Licensing
    • The Momentum Rotation Model
      • The Momentum Rotaion Model (MRM) – Official Concept Pitch
      • Whitepaper – The Momentum Rotation Model (MRM)
      • MRM Articles and Insights
      • Momentum Rotation Model (MRM) – Legal & Disclaimer
    • The Market Pattern Forecast
      • Market Pattern Forecast (MPF) – Official Concept pitch
      • Whitepaper – Market Pattern Forecast (MPF)
      • Market Pattern Forecast (MPF) – Legal & Disclaimer
    • The Market Framework Model (MFM)
      • Whitepaper: Market Framework Model (MFM)
      • Get access to the Framework
      • Market Framework Model (MFM) – User Guide
      • Market Framework Model – Empirical Backtest Paper
      • Legal disclaimer, Privacy Policy and Terms & Conditions MFM
    • The Effectiveness & Validation Framework
  • 🌌 AI-den
    • 🌌 AI-den Public Manifest v1.0 (Timestamp Edition – English)
  • Contact
  • Current Page Parent Blog
  • My Theories
    • Relational Systems Theory
      • Relational Systems Theory (RST): A Framework for Coherence Through Proportion and Relation
      • Whitepaper – Relational Systems Theory (RST)
    • The Coherence Integrity Principle (CIP)
      • Official Pitch CIP
      • Whitepaper – The Coherence Integrity Principle
  • My Models
    • Geometric Integrity Framework
      • Geometric Integrity Framework – Timestamp & Registration
    • The Geometric Ratio Model
      • Official Pitch – Geometric Ratio Model
      • Whitepapers – Geometric Ratio Model
        • Whitepapers GRM Foundations
          • Whitepaper 1 – Geometric Ratio Model
          • Whitepaper 2 – The role of the radius in the Geometric Ratio Model (GRM)
          • Whitepaper 3 – GRM as a Digital Geometry Paradigm
          • Whitepaper 4 – Applying Fixed-Ratio Logic to Enclosed Non-Circular Shapes
          • Whitepaper 5 – Volume Estimation Without Displacement
        • Whitepapers – GRM Efficiency Series
          • Whitepaper Efficiency I – The Geometry of Intelligence
      • Application Proposals
        • Shape Recognition in AI Systems
        • Pixel-Based Ratio Measurement
        • Proportional Design with the GRM
        • Classification Tolerance and Deviation Handling in GRM-Based Shape Analysis
        • Natural Fit Ratio in Visual Composition
      • Articles & Insights
      • Tools & Applications of GRM
        • GRM Open Usage Framework v1.0
        • Pi-Free Geometry Assistant (GPT)
        • GRM Visual Designer (GPT)
        • Visual Geometry Compiler (GPT)
        • GRM Prompt Templates for AI Integration
        • GRM JSON Handbook (v1.0)
        • GRM JSON Data & Schema (v1.0)
      • Visual Impact (Examples)
      • Copyright & Licensing
    • The Momentum Rotation Model
      • The Momentum Rotaion Model (MRM) – Official Concept Pitch
      • Whitepaper – The Momentum Rotation Model (MRM)
      • MRM Articles and Insights
      • Momentum Rotation Model (MRM) – Legal & Disclaimer
    • The Market Pattern Forecast
      • Market Pattern Forecast (MPF) – Official Concept pitch
      • Whitepaper – Market Pattern Forecast (MPF)
      • Market Pattern Forecast (MPF) – Legal & Disclaimer
    • The Market Framework Model (MFM)
      • Whitepaper: Market Framework Model (MFM)
      • Get access to the Framework
      • Market Framework Model (MFM) – User Guide
      • Market Framework Model – Empirical Backtest Paper
      • Legal disclaimer, Privacy Policy and Terms & Conditions MFM
    • The Effectiveness & Validation Framework
  • 🌌 AI-den
    • 🌌 AI-den Public Manifest v1.0 (Timestamp Edition – English)
  • Contact

rethinking pi

2025

Why I believe in It

From Pi to Pattern – A Personal Geometry Shift (4/4) The Breaking Point I started with a shape. I ended...

juni 29, 2025
From Pi to pattern - Insights into the Digital Geometry Shift

What I thought I was building

From Pi to pattern – A personal geometry shift (2/4) Bounding boxes and the promise of visual logic As explained...

juni 27, 2025
From Pi to pattern - Insights into the Digital Geometry Shift

Tolerance Is Not an Error

How GRM Handles Imperfection With Logic When perfection breaks, meaning begins In the physical world, nothing is perfect.No edge is...

juni 1, 2025
Beyond the surface / Rethinking Pi

The Power of 0.7854 – When Circles Align with Squares

Why fixed proportions offer more than infinite constants. From drawing to defining We tend to think of π as the...

mei 28, 2025
Rethinking Pi

From Curves to Containers

Why digital systems prefer boxes, and what that reveals about shape, scale, and certainty. From radius to raster We often...

mei 27, 2025
Rethinking Pi

Why Would We Need an Alternative to Pi?

A familiar constant, a quiet limitation, and a new way forward. The elegance and the edge Let’s begin with respect.For...

mei 26, 2025
Rethinking Pi
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