Interlog’s approaches has developed and demonstrated a comprehensive scientific basis of verification and validation (V&V) for novelty-robust military AI applications. Our approaches are applicable across multiple application domains and degrees of autonomy (e.g., fully-autonomous, semiautonomous, human-machine partnership, etc.).