- adversarial hypothesis injection
- event replay attacks
- consensus manipulation
- trace corruption attempts
- trace immutability (Ω layer)
- bounded adversarial model (κ-limited)
- deterministic execution per generation
All major changes must pass adversarial simulation before production merge.