Resilient Intelligence in GPS and Network Denied Environments
Analytical supplement

Run: python reproduce.py
Requires Python 3 standard library only.

This reproduces the stipulated calculations in section 12 and the zero-failure confidence bound in section 13.5. It regenerates results.json and analytical-inputs.csv. evidence-matrix.csv transcribes Appendix C. No field observations, operational performance claims, external services or confidential inputs are included.

The three evidence calculations deliberately count identical observations repeatedly to illustrate the consequences of an invalid independence assumption. Other examples hold their stated assumptions fixed. These inputs are not deployment thresholds.
