El-Rakhawi Document for Digital Sovereignty The Complete Engineering Blueprint for the Al-Rakhawy System for Encrypted Machine Learning and Absolute Digital Sovereignty (EPSA)

Abstract

The Al-Rakhawy Document for Digital Sovereignty (EPSA) presents a complete engineering blueprint for encrypted machine learning. It integrates Federated Learning, Zero-Knowledge Proofs, and Smart Contracts across five layers. Key innovations include Pedersen Commitments for lightweight edge processing and the Al-Rakhawy Equation, which calculates fair rewards based on marginal impact. This system ensures absolute data privacy, breaks central monopolies, and provides users with immediate, mathematically guaranteed economic returns.