The industry relies on "Guardrail Models" (LLMs policing LLMs). This is fundamentally flawed:
Non-Deterministic: They hallucinate safety.
Latency Tax: Inference is slow (200ms+).
Cost: GPUs are expensive.
Risk Mirror's approach: We treat prompts as data, not language. We use military-grade deterministic algorithms (Chaos Theory, Shannon Entropy, Bounded Regex).