Why this helps AI safety evaluation
The AXZ ecosystem demonstrates structured testing, reproducible logging, trace replay, output classification, and deterministic receipts.
Safe résumé language
I maintain the Axezent AI research ecosystem, a collection of verification and reproducibility tools focused on deterministic receipts, trace replay, fuzzing, claim classification, and finite mathematical verification.
Claims to avoid
Do not claim RH solved, magic squares solved globally, unbreakable cryptography, or biological laboratory expertise.