Appendix B: Scientific Reproducibility

Reproducibility Protocol

Every claim in this book is verifiable:

git clone https://github.com/paiml/sovereign-ai-stack-book.git
cd sovereign-ai-stack-book
make test

If make test passes, all claims are validated.

Test Environment Documentation

All benchmarks include:

Hardware specifications
Software versions
Date measured
Variance tolerance (±5%)

Example from Chapter 3:

Test Environment:
- CPU: AMD Ryzen 9 5950X
- RAM: 64GB DDR4-3200
- Rust: 1.75.0
- trueno: 0.1.0
- Date: 2025-11-23