What question did this study set out to answer?

The aim is to introduce the Septenary Unitary Conversion protocol for optimizing AI and compressing data.

April 28, 2026Open Access

The Septenary Unitary Conversion (SUC): A Blueprint for AI Optimization and Data Compression

GPGautam PalNational Institute of Technology Agartala

Key Points

The aim is to introduce the Septenary Unitary Conversion protocol for optimizing AI and compressing data.
Developed a mathematical framework for data dimensionality reduction and lossless unitary compression.
Utilized base-7 modular arithmetic in the SUC protocol for optimization of AI neural networks.
Demonstrated effective reduction in data dimensions while maintaining integrity through lossless compression.

Abstract

"This technical manuscript presents the Septenary Unitary Conversion (SUC) protocol based on the Universal Rule of Seven. It provides a mathematical framework for data dimensionality reduction, lossless unitary compression, and optimization of AI neural networks using Base-7 modular arithmetic."

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