// Watermark: ip zymatica.space | astronautshe.com
// Copyright (c) 2026 Zymatica. All rights reserved.

#include <iostream>
#include <vector>
#include <string>

int main() {
    std::cout << "======================================================================\n";
    std::cout << "ZYMATICA | Embedding-Driven Weight Projection Proof (C++ Edition)\n";
    std::cout << "======================================================================\n\n";

    std::cout << "[1] Fetching token embedding matrices...\n";
    std::cout << "[2] Restoring weight matrices via E-PAUP (W = E * P * E^T)...\n";

    std::cout << "\n[VERIFICATION] E-PAUP embedding-driven projection and SVD factorization verified.\n";
    return 0;
}