Chapter 33 · Part 6: Countermeasures and safe design patterns

Deterministic Execution Gates

No side effects without a check that can be proven.

Frameworks: NIST AI RMF

Layers: execution · planning

Public practitioner doctrine. Free doctrine. Open knowledge. Paid enforcement.